United States v. David Sosa-Baladron ( 2020 )


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  •                       NOT RECOMMENDED FOR PUBLICATION
    File Name: 20a0013n.06
    Nos. 17-1987 / 2032
    UNITED STATES COURT OF APPEALS
    FOR THE SIXTH CIRCUIT
    FILED
    UNITED STATES OF AMERICA,                             )                      Jan 09, 2020
    )                  DEBORAH S. HUNT, Clerk
    )
    Plaintiff-Appellee,                             )
    )       ON APPEAL FROM THE
    v.                                                    )       UNITED STATES DISTRICT
    )       COURT FOR THE WESTERN
    DAVID SOSA-BALADRON (17-1987) and                     )       DISTRICT OF MICHIGAN
    BELKIS SOCA-FERNANDEZ (17-2032),                      )
    )
    Defendants-Appellants.                         )
    )
    BEFORE: COLE, Chief Judge; BOGGS and GIBBONS, Circuit Judges.
    JULIA SMITH GIBBONS, Circuit Judge. David Sosa-Baladron and Belkis Soca-
    Fernandez were convicted of health care fraud, mail fraud, and conspiracy to commit mail fraud.
    Their scheme involved opening massage therapy clinics, staging car accidents, and submitting
    false claims for services to insurance companies. On appeal, Sosa-Baladron and Soca-Fernandez
    challenge their convictions based on the sufficiency of evidence, constructive amendments, and
    evidentiary rulings. They also appeal the district court’s decision to impose three sentence
    enhancements. Because their arguments lack merit, we affirm.
    I.
    In 2012, Sosa-Baladron and Soca-Fernandez came to Michigan to open massage therapy
    clinics. Their business plan involved billing insurance companies for treatments the clinics did
    Nos. 17-1987/2032, United States v. Sosa-Baladron, et al.
    not provide. Patients often staged accidents and injuries in return for payment by the clinics’
    owners and operators.
    In April 2012, Soca-Fernandez and Sosa-Baladron opened their first clinic, Revive Therapy
    Center, LLC (“Revive”), in the city of Wyoming, Michigan, along with Antonio Martinez-Lopez.
    Martinez-Lopez served as Revive’s manager, while Soca-Fernandez and Sosa-Baladron purported
    to be its “investors.” Soca-Fernandez hired Dolis Rojas-Lopez to refer people who had automobile
    accidents—“real or unreal”—to Revive. DE 365, Trial Tr. Vol. II, Page ID 2531–32. Rojas-Lopez
    then started recruiting people to participate in fake accidents and offering them cash.
    Martinez-Lopez, Soca-Fernandez, and Sosa-Baladron met with Dr. Flor Borrero, a local
    pediatrician, to convince her to see “patients” from Revive, indicating that their clinic was serving
    the low-income Hispanic community in Wyoming. Dr. Borrero agreed, and Martinez-Lopez began
    bringing patients to see her. Dr. Borrero saw many patients who had not suffered real injuries but
    had instead participated in staged car accidents. Rojas-Lopez had recruited these patients, and
    Soca-Fernandez and Martinez-Lopez coached them on the symptoms they should report to Dr.
    Borrero. After obtaining a prescription from Dr. Borrero for physical therapy, the participants
    signed blank therapy treatment forms that later were filled in to overstate the treatment received at
    Revive. Generally, patients received very little physical therapy treatment or no treatment at all,
    yet Revive billed insurance companies for treatments and services it did not provide. “Patients”
    would typically be paid between one and two thousand dollars for their participation in the fraud.
    In May 2012, Sosa-Baladron and Martinez-Lopez interviewed and hired Revive’s first
    massage therapist, Martha Zavala, who was then trained by Soca-Fernandez.                 On Soca-
    Fernandez’s instructions, Zavala had patients sign blank forms and filled them out for treatment
    services she never actually performed. In May 2013, Yoisler Herrera-Enriquez joined Revive as
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    Nos. 17-1987/2032, United States v. Sosa-Baladron, et al.
    a massage therapist. Herrera-Enriquez similarly began filling out already-signed therapy forms
    for treatment services he did not provide, and Soca-Fernandez used the forms to falsely bill
    insurance companies. Sosa-Baladron observed the false billings. While working at Revive,
    Herrera-Enriquez learned that Martinez-Lopez, Soca-Fernandez, and Sosa-Baladron “shared the
    money of the business.” DE 365, Trial Tr. Vol. II, Page ID 2373. And while running Revive,
    Sosa-Baladron, Soca-Fernandez, Martinez-Lopez, and Rojas-Lopez organized numerous staged
    accidents.
    Martinez-Lopez’s friend Gustavo Acuna-Rosa became involved in the fraud scheme at
    Revive, first as an accident participant and patient. Later, Acuna-Rosa, Martinez-Lopez, and Soca-
    Fernandez discussed opening another clinic, and Acuna-Rosa officially opened Renue Therapy
    Center, LLC (“Renue”) in Lansing, Michigan in May 2013.
    Renue used the same scheme as Revive—staging car accidents and fraudulently billing
    insurers for treatment that was never provided. Renue also sent its “patients” to Dr. Borrero for
    physical therapy prescriptions. Soca-Fernandez hired Herrera-Enriquez from Revive to join Renue
    as a massage therapist and to sign forms for treatment services he never performed. Sosa-Baladron
    and Soca-Fernandez, along with two other recruited participants, staged their own accident and
    submitted false billings for services from Renue.
    In August 2013, Herrera-Enriquez opened H&H Rehab Center, LLC (“H&H”) in
    Wyoming, Michigan, down the street from Revive. H&H operated under the same system as
    Revive and Renue: Martinez-Lopez and Rojas-Lopez recruited participants, the participants staged
    car accidents, and Dr. Borrero ordered therapy treatment. Some of these participants staged
    accidents and signed fraudulent therapy forms for both H&H and Revive.
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    Nos. 17-1987/2032, United States v. Sosa-Baladron, et al.
    In March 2014, Maria Sanchez-Jimenez, a confidential informant, became a Renue patient
    after being recruited by Rojas-Lopez. Sanchez-Jimenez gave a false accident report to Rojas-
    Lopez, who coached her on reporting false symptoms. After meeting with Dr. Borrero, Sanchez-
    Jimenez met with Acuna-Rosa and Martinez-Lopez to sign blank Renue therapy forms, which
    were then submitted to an insurance company for payment, even though Sanchez-Jimenez never
    received any treatment. Sanchez-Jimenez later signed blank treatment forms for H&H after being
    told that Acuna-Rosa had shut down Renue Therapy.                      H&H submitted Sanchez-Jimenez’s
    fraudulent therapy treatment bills.
    Members of this scheme were first indicted in the Western District of Michigan in March
    2016. Over the next several months, more individuals were indicted, many of whom entered into
    plea agreements. Finally, in February 2017, a grand jury charged Sosa-Baladron and Soca-
    Fernandez with conspiracy to commit mail fraud in violation of 18 U.S.C. § 1349 (Count 1), health-
    care fraud in violation of 18 U.S.C. § 1347 (Counts 2–5, 7–13), and mail fraud in violation of
    18 U.S.C. § 1341 (Counts 14–17, 19, 21).1 After a seven-day trial, the jury found both defendants
    guilty on all counts.
    The district court sentenced Sosa-Baladron to 120 months’ imprisonment and Soca-
    Fernandez to 135 months’ imprisonment. Sosa-Baladron and Soca-Fernandez filed timely notices
    of appeal, and their appeals were consolidated.
    1
    Sosa-Baladron and Soca-Fernandez were tried jointly with Martinez-Lopez, who faced related mail-fraud and wire-
    fraud charges and an additional charge of unlawful procurement of naturalization (Count 22). The jury found
    Martinez-Lopez guilty and the district court sentenced him to 87 months’ imprisonment. Martinez-Lopez appealed
    separately, and we affirmed his conviction and sentence. See United States v. Martinez-Lopez, 747 F. App’x 326 (6th
    Cir. 2018).
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    Nos. 17-1987/2032, United States v. Sosa-Baladron, et al.
    II.
    Sufficiency of the Evidence. Sosa-Baladron challenges his convictions for mail fraud and
    health care fraud based on the sufficiency of the evidence and argues that the district court erred
    in denying his motion for judgment of acquittal under Fed. R. Crim. P. 29. We review de novo the
    district court’s denial of a motion for judgment of acquittal based on insufficient evidence. United
    States v. Graham, 
    622 F.3d 445
    , 448 (6th Cir. 2010). We must affirm if the evidence, viewed in
    the light most favorable to the government, would allow any rational trier of fact to find Sosa-
    Baladron guilty beyond a reasonable doubt. See United States v. Carmichael, 
    232 F.3d 510
    , 519
    (6th Cir. 2000).
    The government proceeded on an aiding-and-abetting theory at trial with regard to the mail-
    fraud and health-care-fraud counts, and the district court instructed the jury accordingly. Sosa-
    Baladron therefore need not have “personally committed the crime” to be convicted, but rather it
    was sufficient if he “intentionally helped [or encouraged] someone else to commit the [fraud].”
    Sixth Circuit Pattern Jury Instruction 4.01 (first brackets in original); see also 18 U.S.C. § 2(a)
    (“Whoever . . . aids, abets, counsels, commands, induces or procures [the commission of an
    offense], is punishable as a principal.”). Thus, the district court properly denied Sosa-Baladron’s
    Rule 29 motion if the evidence sufficiently demonstrated that Sosa-Baladron intentionally assisted
    the individuals who carried out the criminal acts giving rise to those counts and sought by his
    actions to make the scheme to defraud succeed.
    To prove mail fraud under 18 U.S.C. § 1341, the government must show that (1) the
    defendant knowingly participated in or devised a scheme to defraud in order to obtain money;
    (2) the scheme included material misrepresentations or concealment of a material fact; (3) the
    defendant had the intent to defraud; and (4) the defendant used the mail or caused another to use
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    Nos. 17-1987/2032, United States v. Sosa-Baladron, et al.
    the mail in furtherance of the scheme. Sixth Circuit Pattern Jury Instruction 10.01; see also United
    States v. Frost, 
    125 F.3d 346
    , 354 (6th Cir. 1997).
    To prove health-care fraud under 18 U.S.C. § 1347, the government must show that (1) the
    defendant knowingly and willfully executed a scheme to defraud a health-care benefit program or
    to obtain its money or property by fraudulent pretenses, representations, or promises; (2) the
    scheme related to or included a material misrepresentation or concealment of material fact; and
    (3) the defendant had the intent to defraud. Sixth Circuit Pattern Jury Instruction 10.05; see also
    United States v. Hunt, 
    521 F.3d 636
    , 645 (6th Cir. 2008).
    A.
    Four counts (Counts 2, 4, 14, and 16) stemmed from a staged accident in October 2012
    involving Ana Hidalgo and Lorena Aguilar. Hidalgo and Aguilar testified that Rojas-Lopez
    recruited them to sit in Hidalgo’s car while Rojas-Lopez hit it from behind. Martinez-Lopez took
    Hidalgo and Aguilar to Dr. Borrero after coaching them on what symptoms to report. Revive
    subsequently billed insurance companies for treatment it did not provide. During this process,
    Aguilar met Soca-Fernandez and Sosa-Baladron.          Aguilar and Hidalgo were paid for their
    participation in the scheme.
    Two counts (5 and 17) relate to a January 2013 staged accident involving Alex Watters.
    Watters testified that he met with Martinez-Lopez, who informed Watters that he needed insurance
    and that the staged accident must involve enough damage to justify a police report. Watters
    intentionally drove off an icy road and hit a tree. Revive then billed Watters’s insurance company
    for massage therapy services Watters did not receive. Watters and two other participants in the
    accident were each paid $1,000.
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    Nos. 17-1987/2032, United States v. Sosa-Baladron, et al.
    Two counts (9 and 19) pertain to a November 2013 staged automobile accident involving
    Soca-Fernandez, Sosa-Baladron, and passengers Yosvany Gonzalez and Eduardo Pardo-Oiz.
    Gonzalez and Pardo-Oiz testified that Sosa-Baladron purposely drove his vehicle off the roadway
    and then instructed them to report false symptoms to Dr. Borrero. A massage therapist at Renue
    testified that he never treated Soca-Fernandez or Sosa-Baladron, yet the clinic submitted false bills
    to the insurer for his treatment of them.
    Five counts (10, 11, 12, 13, and 21) all relate to the government’s confidential informant,
    Sanchez-Jimenez. As discussed above, Rojas-Lopez recruited Sanchez-Jimenez to participate in
    the fraud scheme, after which Sanchez-Jimenez saw Dr. Borrero and signed blank treatment forms
    for both Renue and H&H. Both Renue and H&H submitted false billings to Sanchez-Jimenez’s
    insurance company.
    The evidence shows that the individuals running these clinics knowingly devised and
    executed a scheme to defraud health insurance companies to obtain money and made material
    misrepresentations in the billings sent via U.S. mail, in violation of 18 U.S.C. §§ 1341 and 1347.
    On this evidence, a reasonable juror could infer that Sosa-Baladron had the specific intent to
    defraud the insurance companies and was an accomplice to mail fraud and health-care fraud. The
    government presented sufficient evidence that Sosa-Baladron aided and abetted Rojas-Lopez,
    Martinez-Lopez, and other co-conspirators in the scheme to submit fraudulent claims to the
    insurance companies—based on the staged accidents described above—in order to obtain money.
    As the owner and investor in the clinics falsely billing insurers via U.S. mailings, Sosa-Baladron
    “participate[d] in [the scheme] as in something that he wishe[d] to bring about, . . . [and] s[ought]
    by his action to make it succeed.” Nye & Nissen v. United States, 
    336 U.S. 613
    , 619 (1949). Even
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    Nos. 17-1987/2032, United States v. Sosa-Baladron, et al.
    if Sosa-Baladron did not sign the insurance billings or seal the envelopes, the evidence
    demonstrates that Sosa-Baladron assisted in the success of the scheme to defraud.
    Thus, because a rational trier of fact could have found Sosa-Baladron guilty on these
    charges beyond a reasonable doubt, the district court did not err in denying Sosa-Baladron’s Rule
    29 motion.
    III.
    Multiple Conspiracies. Soca-Fernandez and Sosa-Baladron both argue that the proof at
    trial demonstrated the existence of two conspiracies rather than one. They challenge their
    conspiracy convictions under different legal theories. Sosa-Baladron argues that the district court
    erred in refusing to instruct the jury on multiple conspiracies. Soca-Fernandez, on the other hand,
    contends that there was an impermissible constructive amendment to or fatal variance from the
    indictment, which charged one count of conspiracy to commit mail fraud. Both Sosa-Baladron
    and Soca-Fernandez’s claims require analyzing whether the proof at trial demonstrated multiple
    conspiracies and, if so, whether the defendants were prejudiced by jury instructions that failed to
    mitigate the evidence of multiple conspiracies. We therefore address whether the combination of
    trial evidence and jury instructions created a constructive amendment or fatal variance, which are
    different types of modifications to an indictment. See United States v. Kuehne, 
    547 F.3d 667
    , 683
    (6th Cir. 2008). We review a claim of constructive amendment or variance de novo. United States
    v. Mize, 
    814 F.3d 401
    , 408 (6th Cir. 2016).
    “A constructive amendment ‘results when the terms of an indictment are in effect altered
    by the presentation of evidence and jury instructions which so modify essential elements of the
    offense charged such that there is a substantial likelihood that the defendant may have been
    convicted of an offense other than the one charged in the indictment.” 
    Id. at 409
    (quoting United
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    Nos. 17-1987/2032, United States v. Sosa-Baladron, et al.
    States v. Martinez, 
    430 F.3d 317
    , 338 (6th Cir. 2005)). A constructive amendment is per se
    prejudicial and requires reversal of the defendant’s conviction. 
    Kuehne, 547 F.3d at 683
    .
    A variance, on the other hand, results “when the charging terms [of the indictment] are
    unchanged, but the evidence at trial proves facts materially different from those alleged in the
    indictment.” 
    Id. (alteration in
    original) (quoting United States v. Prince, 
    214 F.3d 740
    , 756–57
    (6th Cir. 2000)). To be fatal, a variance must also affect a substantial right of the defendant.
    
    Kuehne, 547 F.3d at 683
    . “The substantial rights of the defendant ‘are affected only when the
    defendant shows prejudice to his ability to defend himself at trial, to the general fairness of the
    trial, or to the indictment’s sufficiency to bar subsequent prosecutions.’” 
    Id. (quoting United
    States
    v. Hynes, 
    467 F.3d 951
    , 962 (6th Cir. 2006)). Thus, a defendant may succeed in getting his
    conviction reversed based on a variance only where he also proves prejudice.
    Here, the defendants cannot establish a constructive amendment or a fatal variance.
    A. Constructive Amendment
    Count 1 of the indictment charged Soca-Fernandez, Sosa-Baladron, and their partner,
    Martinez-Lopez, with conspiracy to commit mail fraud by staging car accidents, opening therapy
    clinics, and mailing fraudulent claims for therapy services to car insurance companies. On appeal,
    the defendants argue that the government presented evidence of two conspiracies: one conspiracy
    involving Revive and Renue and another conspiracy involving H&H. Because the district court
    denied their request to instruct the jury on two separate conspiracies, Soca-Fernandez and Sosa-
    Baladron claim the court constructively amended the indictment as to Count 1.
    The Supreme Court has long held that the charges in an indictment may not be broadened
    through the presentation of evidence at trial. Stirone v. United States, 
    361 U.S. 212
    , 218–19
    (1960). When a district court allows a defendant to be convicted on a charge the grand jury never
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    Nos. 17-1987/2032, United States v. Sosa-Baladron, et al.
    made, it commits fatal error. 
    Id. at 219.
    On the other hand, the presentation of evidence that
    narrows the scheme alleged in the indictment does not violate the Fifth Amendment guarantee of
    indictment by a grand jury. United States v. Miller, 
    471 U.S. 130
    , 134–35 (1985). As long as the
    proof at trial corresponds to an offense clearly charged in the indictment, a conviction for such
    offense and based upon that proof should be sustained. 
    Id. at 136.
    Thus, only when the proof at
    trial broadens the scope of an alleged conspiracy or scheme beyond that charged in the
    indictment—unmitigated by jury instructions—does a constructive amendment result. See 
    Mize, 814 F.3d at 410
    –411.
    In Mize, we found that the government’s proof at trial focused predominantly on an
    uncharged conspiracy and, in doing so, broadened the scope of the indictment and altered its terms.
    
    Id. at 409
    –10. There was no constructive amendment, however, because the district court
    instructed the jury on multiple conspiracies. 
    Id. at 409
    . Soca-Fernandez relies on Mize for the
    proposition that the evidence of two conspiracies, without mitigating jury instructions, constitutes
    a constructive amendment when only one is charged. Her argument is misguided. Here, the
    government presented evidence that all three clinics engaged in one conspiracy to commit mail
    fraud as charged in the indictment: the clinics involved overlapping management and recruiters,
    used the same law firm, employed the same scheme, and targeted the same participants. Unlike in
    Mize, the government’s proof here did not broaden the conspiracy. The government’s proof of the
    fraudulent scheme and false mailings from Revive, Renue, and H&H did not so alter the terms of
    the indictment as to create a substantial likelihood that Soca-Fernandez and Sosa-Baladron may
    have been convicted of an uncharged offense. Therefore, the district court did not err in refusing
    to give a mitigating jury instruction, and no constructive amendment to Count 1 of the indictment
    occurred.
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    Nos. 17-1987/2032, United States v. Sosa-Baladron, et al.
    B. Variance
    Even if no constructive amendment occurred, a defendant may still prevail if he can prove
    that the evidence presented at trial amounted to a variance and that the variance prejudiced him.
    
    Kuehne, 547 F.3d at 683
    . In the conspiracy context, proof of a fatal variance requires a showing
    that the “indictment allege[d] one conspiracy, but the evidence can reasonably be construed only
    as supporting a finding of multiple conspiracies.” United States v. Caver, 
    470 F.3d 220
    , 235–36
    (6th Cir. 2006) (alteration in original) (quoting United States v. Warner, 
    690 F.2d 545
    , 548 (6th
    Cir. 1982)). Thus, to succeed on this theory, Soca-Fernandez and Sosa-Baladron must show that
    the only reasonable conclusion based on the evidence was that two separate conspiracies existed
    and that they were prejudiced by such variance from the indictment.
    In determining whether a single conspiracy existed, the court considers three factors:
    (1) “the existence of a common goal,” (2) “the nature of the scheme,” and (3) “the overlapping of
    the participants in various dealings.” United States v. Smith, 
    320 F.3d 647
    , 652 (6th Cir. 2003).
    “A single conspiracy is not converted to multiple conspiracies simply because it can be subdivided,
    or because there are changes in the individuals involved or the roles that they play in the
    conspiracy.” United States v. Beals, 
    698 F.3d 248
    , 259 (6th Cir. 2012) (quoting United States v.
    Walls, 
    293 F.3d 959
    , 967 (6th Cir. 2002)). The participants need not know each of the other co-
    conspirators nor the details of their actions or roles in the conspiracy. 
    Id. But the
    government
    must show that the alleged co-conspirators agreed to participate in “a collective venture directed
    toward a common goal.” United States v. Swafford, 
    512 F.3d 833
    , 841 (6th Cir. 2008) (quoting
    
    Warner, 690 F.2d at 549
    ). “A tacit or material understanding among the parties to a conspiracy is
    sufficient to establish the agreement, [and] conspiracy may be inferred from circumstantial
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    Nos. 17-1987/2032, United States v. Sosa-Baladron, et al.
    evidence which may reasonably be interpreted as participation in a common plan.” United States
    v. Hughes, 
    505 F.3d 578
    , 593 (6th Cir. 2007) (quoting 
    Walls, 293 F.3d at 967
    ).
    The evidence presented at trial proved one, overarching conspiracy with a common goal to
    defraud insurance companies. All three clinics used the same scheme of recruiting “patients,”
    staging car accidents, and submitting false claims for physical therapy services they never
    rendered. The overlapping of participants in their dealings was rampant. The clinics used the
    same lawyers. The clinics used the same physician to order physical therapy for their accident
    participants. The clinics employed overlapping patient recruiters. Even if Soca-Fernandez and
    Sosa-Baladron did not directly conduct the operation at H&H, the evidence overwhelmingly
    demonstrated a single conspiracy involving Revive, Renue, and H&H and that the defendants
    participated in that conspiracy. On these facts, the defendants cannot prove that the only
    reasonable conclusion was the existence of two separate conspiracies.               Therefore, the
    government’s trial proof did not create a variance from Count 1 of the indictment. And because
    Soca-Fernandez and Sosa-Baladron cannot prove a variance from the indictment, we need not
    address whether they suffered prejudice.
    IV.
    Accomplice Liability. Soca-Fernandez argues that the district court’s decision to instruct
    the jury under an accomplice liability theory as to the mail fraud counts constituted a constructive
    amendment to the indictment, which charged her as a principal. As noted above, a constructive
    amendment occurs where the indictment is effectively altered by the presentation of evidence and
    jury instructions which change the material elements of an offense. We review such a claim de
    novo. 
    Mize, 814 F.3d at 408
    .
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    Nos. 17-1987/2032, United States v. Sosa-Baladron, et al.
    Even if the indictment charges a defendant as a principal, the jury may convict the
    defendant as an accomplice if the proof at trial shows that she “merely aided and abetted.” United
    States v. Bradley, 
    421 F.2d 924
    , 927 (6th Cir. 1970) (quoting United States v. Russo, 
    284 F.2d 539
    ,
    540 n.1 (2d Cir. 1960)). This is because an aiding and abetting theory is “embodied in every
    federal indictment, whether specifically charged or not.” United States v. McGee, 
    529 F.3d 691
    ,
    695 (6th Cir. 2008) (quoting United States v. Floyd, 46 F. App’x 835, 836 (6th Cir. 2002)).
    Here, the fourth superseding indictment specifically charged Soca-Fernandez as an
    accomplice as to the health-care fraud counts and cited 18 U.S.C. § 2, the aiding and abetting
    statute. The indictment did not, however, explicitly charge Soca-Fernandez as an accomplice as
    to the mail fraud counts.
    Soca-Fernandez argues that the jury instructions altered the terms of the indictment such
    that a constructive amendment occurred. She cites no authority to support this proposition, instead
    pointing to an absence of authority permitting the court to instruct on aiding and abetting when the
    indictment charged a defendant as a principal on some counts and as an accomplice on other
    counts. She also asserts that the difference in theories of liability as recited in the indictment and
    jury instructions implicates notice and due process concerns. We have held, however, that a
    defendant “may be indicted for the commission of a substantive crime as a principal offender and
    convicted of aiding and abetting its commission . . . without violating federal due process.” United
    States v. VanderZwaag, 467 F. App’x 402, 407 (6th Cir. 2012) (quoting Hill v. Perini, 
    788 F.2d 406
    , 407 (6th Cir. 1986)).
    Because an aiding-and-abetting theory is implicitly embodied in every federal indictment,
    
    McGee, 529 F.3d at 695
    , Soca-Fernandez fails to show how the trial evidence and the accomplice
    liability jury instruction together altered the terms of the indictment such that she was convicted
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    Nos. 17-1987/2032, United States v. Sosa-Baladron, et al.
    of a crime other than the one the indictment charged. See 
    Hynes, 467 F.3d at 962
    . Therefore,
    Soca-Fernandez has not proven a constructive amendment.
    V.
    Multiplicity in the Indictment. Soca-Fernandez further challenges her conviction by
    arguing that the fourth superseding indictment impermissibly charged her for a “single scheme”
    of health-care fraud in multiple counts and that this multiplicity violates double jeopardy. For the
    reasons that follow, we reject this argument.
    When an indictment charges a single offense in separate counts, it is multiplicitous and
    implicates the Double Jeopardy clause. United States v. Davis, 
    306 F.3d 398
    , 417 (6th Cir. 2002).
    “Where an indictment includes more than one count charging the same statutory violation, the
    question is whether Congress intended the facts underlying each count to constitute a separate unit
    of prosecution.” United States v. Richards, 
    659 F.3d 527
    , 547 (6th Cir. 2011). Whether an
    indictment is multiplicitous is a legal question that we review de novo. 
    Id. As explained
    above, to prove health-care fraud under 18 U.S.C. § 1347, the government
    had to prove that Soca-Fernandez: “(1) knowingly devised a scheme or artifice to defraud a health
    care benefit program in connection with the delivery of or payment for health care benefits, items,
    or services; (2) executed or attempted to execute this scheme or artifice to defraud; and (3) acted
    with intent to defraud.” 
    Hunt, 521 F.3d at 645
    (citation omitted). A defendant need not have
    specific intent to commit a violation of the health care fraud statute. 18 U.S.C. § 1347(b).
    Our court has not addressed the issue of whether an indictment can permissibly charge
    multiple counts of health care fraud when each count stems from a single scheme. Both Soca-
    Fernandez and the government implore us to resolve the multiplicity issue by looking to cases
    involving multiple counts of bank fraud under 18 U.S.C. § 1344. Like the health-care fraud statute,
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    Nos. 17-1987/2032, United States v. Sosa-Baladron, et al.
    the bank fraud statute proscribes the execution of a scheme or artifice. 18 U.S.C. § 1344. Because
    the health-care fraud statute was patterned after the bank fraud statute, we analyze Soca-
    Fernandez’s multiplicity argument in the same way we have analyzed similar arguments in bank
    fraud cases.
    A bank fraud scheme may be “executed” by one act or many acts, and whether each act is
    a separate execution—which may give rise to separate counts—depends on the nature of the
    scheme and how it is defined in the indictment. United States v. Anders, 
    14 F.3d 602
    , at *11–14
    (6th Cir. 1993) (unpublished table decision); see also United States v. Abboud, 
    438 F.3d 554
    , 567
    (6th Cir. 2006) (finding each check in a check-kiting scheme amounted to a separate execution of
    bank fraud and may be charged separately). In Anders, the indictment charged the defendant with
    multiple counts of bank fraud in furtherance of a single scheme to defraud. 
    Id. at *11–12.
    The
    indictment described the general scheme, and each count charged the specific amount of money
    and the day it was diverted. 
    Id. at *12–13.
    Because each count constituted a separate and distinct
    execution of the fraud scheme, we held that the indictment was not multiplicitous. 
    Id. at *14.
    As in Anders, the indictment described Soca-Fernandez’s fraud scheme and then charged
    her fraudulent submissions of health-care forms as separate executions of that scheme. Soca-
    Fernandez concedes that “each fraudulent submission of health care benefit forms can sometimes
    support a single count for each submission.” CA6 R. 39, Soca-Fernandez Br., at 58. She argues
    here that all of the health-care fraud counts in her indictment amount to one execution of “a broad
    and general scheme.” 
    Id. Her argument
    is unconvincing. The indictment recites the language
    contained in 18 U.S.C. § 1347 and defines the scheme to defraud as one involving false claims
    about physical therapy services provided for victims of staged automobile accidents.             The
    indictment then describes each count separately, noting the patient involved, the insurance
    - 15 -
    Nos. 17-1987/2032, United States v. Sosa-Baladron, et al.
    company billed, the dates of alleged service, the date of claim, the amount claimed, and which
    clinic submitted the claim. This is akin to the scheme and indictment in Anders because each count
    constituted a separate execution of the fraud scheme.
    Health care fraud cases from the Fifth and Ninth Circuits support this conclusion. In
    addressing an ex post facto argument in United States v. Hickman, the Fifth Circuit reasoned that
    “any scheme can be executed a number of times, and each execution may be charged as a separate
    count.” 
    331 F.3d 439
    , 446 (5th Cir. 2003). The Hickman court defined the defendant’s scheme
    as one that involved submitting fraudulent claims to health insurers and found that each submission
    of a health-care claim form constituted a separate execution of the fraud scheme. 
    Id. at 446–47.
    The court concluded that, “with each claim submission, [the defendant] owed a new, independent
    obligation to be truthful to the insurer.” 
    Id. at 447.
    In United States v. Awad, the Ninth Circuit
    adopted Hickman’s reasoning and upheld an indictment charging twenty-four health-care fraud
    counts over the defendant’s multiplicity challenge. 
    551 F.3d 930
    , 938 (9th Cir. 2009). Like the
    Fifth Circuit in Hickman, the Awad court analogized the health-care fraud statute to the bank fraud
    statute. 
    Id. The Ninth
    Circuit had previously held that each execution of a bank fraud scheme
    may be charged as a separate count in an indictment. 
    Id. (citing United
    States v. Molinaro, 
    11 F.3d 853
    , 860 (9th Cir. 1993)). The court extended this rule to health-care fraud and held that “[e]ach
    submission of a fraudulent claim to a health care benefit program, rather than being simply an act
    in furtherance of a larger scheme to defraud, is a separate execution of the scheme and is itself
    chargeable as a separate count.” 
    Id. We find
    Hickman and Awad persuasive and adopt the analysis the Fifth and Ninth Circuits
    have applied. As we have previously ruled in the bank fraud context, we now hold that each
    fraudulent claim submitted by Soca-Fernandez amounted to a separate execution of her health-
    - 16 -
    Nos. 17-1987/2032, United States v. Sosa-Baladron, et al.
    care fraud scheme. Thus, the health-care fraud counts in Soca-Fernandez’s indictment were not
    multiplicitous.
    VI.
    Evidentiary Rulings. Soca-Fernandez argues that the district court erroneously admitted
    two pieces of evidence: (1) text messages between Acuna-Rosa and herself, and (2) photos of her
    house. We review evidentiary rulings for an abuse of discretion. United States v. Marrero, 
    651 F.3d 453
    , 471 (6th Cir. 2011). Under this standard, we may reverse only when we “lack[] a fair
    assurance that the outcome of a trial was not affected by evidentiary error” and are “firmly
    convinced that a mistake has been made.” United States v. Johnson, 
    440 F.3d 832
    , 847 (6th Cir.
    2006) (quoting McCombs v. Meijer, Inc., 
    395 F.3d 346
    , 358 (6th Cir. 2005)). Here, the district
    court did not abuse its discretion in admitting the challenged evidence, and we thus affirm its
    evidentiary rulings.
    A. Text Messages
    At trial, the government sought to introduce text messages between Acuna-Rosa and Soca-
    Fernandez, which were sent between August 2015 and April 2016 and discussed meeting with
    their lawyers, making bank withdrawals, sending funds, and contacting Sosa-Baladron. The
    district court found that the messages constituted admissions by a party opponent and statements
    made by a party’s co-conspirator, and thus were excluded from the definition of hearsay by rule.
    See Fed. R. Evid. 801(d)(2)(A), (E). On appeal, Soca-Fernandez argues that the district court
    incorrectly admitted these messages because they lack relevance and are unduly prejudicial, and
    because Acuna-Rosa’s statements do not fall within the co-conspirator exception to the rule against
    hearsay.
    - 17 -
    Nos. 17-1987/2032, United States v. Sosa-Baladron, et al.
    The co-conspirator rule provides that a statement is not hearsay if it “is offered against an
    opposing party and . . . was made by the party’s coconspirator during and in furtherance of the
    conspiracy.” Fed. R. Evid. 801(d)(2). For Acuna-Rosa’s statements to qualify as co-conspirator
    admissions, the court must find—by a preponderance of the evidence—that a conspiracy existed,
    that Soca-Fernandez and Acuna-Rosa belonged to the conspiracy, and that the statements were
    made in the course of and in furtherance of the conspiracy.2 United States v. Gonzales, 
    501 F.3d 630
    , 636 (6th Cir. 2007). Whether a statement is made in furtherance of a conspiracy depends on
    the conspiracy’s objectives. United States v. Johnson, 443 F. App’x 85, 92–93 (6th Cir. 2011). If
    an out-of-court statement is “intended to promote” a continued objective of the conspiracy, then it
    is made in furtherance of the conspiracy and qualifies as an admission under Rule 801(d)(2)(E).
    United States v. Warman, 
    578 F.3d 320
    , 338 (6th Cir. 2009) (citing United States v. Henderson,
    307 F. App’x 970, 977 (6th Cir. 2009)).
    In United States v. Johnson, we found that statements made by the defendant about “hush
    money” following a murder were made in furtherance of a conspiracy because an additional
    objective of the murder-for-hire conspiracy was the collection of insurance proceeds. 443 F. App’x
    at 92–93. Like the conspiracy in Johnson, the conspiracy here involved the additional or continued
    objective of collecting and distributing the money from insurance proceeds. At trial, the district
    court specifically found that the messages addressed “the object of the conspiracy, which of course,
    [was] to collect money.” DE 368, Trial Tr. Vol. V, Page ID 3288. Because the content of the text
    messages promoted an objective of the conspiracy, the statements were made in furtherance of the
    conspiracy.
    2
    The district court made these preliminary findings and issued a conditional ruling on the statements’ admissibility.
    It later made the required findings regarding this application of the co-conspirator exclusion to the hearsay rule,
    pursuant to United States v. Enright, 
    579 F.2d 980
    (6th Cir. 1978), and ruled that statements made by all conspirators
    in this case were admissible.
    - 18 -
    Nos. 17-1987/2032, United States v. Sosa-Baladron, et al.
    Soca-Fernandez also challenges the district court’s finding that a conspiracy existed, at
    least at the time the text messages were exchanged. She argues that “[t]he text messages
    themselves were the only basis for the finding [of] an ongoing conspiracy and cannot be used
    foundationally for admission under Rule 801(d)(2)(E).” CA6 R. 39, Soca-Fernandez Br., at 63.
    According to Soca-Fernandez, the government could only show the existence of a conspiracy by
    impermissibly “bootstrapping” the content of the messages, using them to lay a foundation for
    their own admissibility. 
    Id. But while
    “the contents of the declarant’s statement do not alone
    suffice to establish a conspiracy in which the declarant and the defendant participated,” Fed. R.
    Evid. 801 (Advisory Committee Note), the district court may consider such statement when
    making a preliminary determination of admissibility under Fed. R. Evid. 104(a). United States v.
    Wilson, 
    168 F.3d 916
    , 920–21 (6th Cir. 1999) (citing Bourjaily v. United States, 
    438 U.S. 171
    , 181
    (1987)). The district court thus did not err by considering the messages’ content in finding the
    existence of a conspiracy.3
    Soca-Fernandez additionally argues that the district court should not have admitted the text
    messages because they lacked relevance and were unduly prejudicial. Of course, only relevant
    evidence is admissible. Fed. R. Evid. 402. Evidence is relevant if it has any tendency to make a
    fact of consequence more or less probable than it would be without that evidence. Fed. R. Evid.
    401(a)–(b). We employ an “extremely liberal” relevancy standard. United States v. Ramer,
    
    883 F.3d 659
    , 681 (6th Cir. 2018) (quoting United States v. Collins, 
    799 F.3d 554
    , 578 (6th Cir.
    2015)). The text messages between Soca-Fernandez and Acuna-Rosa discussed meeting with
    3
    It is unclear from the transcript what other circumstances, if any, the district court considered in determining the
    existence of an ongoing conspiracy at the time the text messages were exchanged. Soca-Fernandez argues that this is
    fatal and constitutes an abuse of discretion. However, there was ample evidence introduced at trial regarding the
    continued conspiracy and collection of insurance proceeds. For example, the Whiting Law Firm was still sending
    settlement checks to Acuna-Rosa after the firm terminated its relationship with the three clinics in early 2016. Thus,
    any alleged shortcoming in the district court’s analysis was harmless.
    - 19 -
    Nos. 17-1987/2032, United States v. Sosa-Baladron, et al.
    lawyers, withdrawing money from the bank, sending funds, and, importantly, contacting Sosa-
    Baladron. These statements easily meet the low bar of relevancy because they make a fact of
    consequence—whether Soca-Fernandez, Sosa-Baladron, and Acuna-Rosa were in a conspiracy to
    defraud insurance companies—more probable.
    Finally, Soca-Fernandez contends that the danger of unfair prejudice from the text
    messages outweighed any probative value they had. According to Soca-Fernandez, the messages’
    admission prejudiced her “by the danger of confusion or misinterpretation by the jury,” and she
    goes on to explain that the messages’ relevance depended on “[f]ar too many . . . impermissible
    inferences” connecting the messages to the fraud. CA6 R. 39, Soca-Fernandez Br., at 62–64. Rule
    403 instructs courts to exclude relevant evidence if “its probative value is substantially outweighed
    by the danger of unfair prejudice.” Huddleston v. United States, 
    485 U.S. 681
    , 687 (1988); Fed.
    R. Evid. 403. While the district court did not balance these considerations on the record below,
    we may do so on appeal. See United States v. Jackson-Randolph, 
    282 F.3d 369
    , 378 (6th Cir.
    2002) (balancing the probative value against the risk of unfair prejudice when the district court
    failed to do so explicitly); United States v. Sanders, 
    95 F.3d 449
    , 453 (6th Cir. 1996) (same).
    The text messages are relevant; they tend to show that Acuna-Rosa, Soca-Fernandez, and
    Sosa-Baladron were engaged in a conspiracy and that they were distributing proceeds. Simply
    because the messages were exchanged after the clinics closed does not make the statements
    contained therein unfairly prejudicial or any less probative, and neither does the fact that the
    messages’ relevance to the conspiracy required drawing inferences. On balance, the probative
    value of the text messages was not substantially outweighed by any risk of undue prejudice to
    Soca-Fernandez. The district court therefore did not abuse its discretion when it admitted the
    statements.
    - 20 -
    Nos. 17-1987/2032, United States v. Sosa-Baladron, et al.
    B. Photographs of Soca-Fernandez’s House
    At trial, the government introduced into evidence two photos of Soca-Fernandez’s home
    in Tampa, Florida, where she lived with Sosa-Baladron and their children. The district court
    overruled Soca-Fernandez’s objection, finding that the probative value of the photos was not
    substantially outweighed by the danger of unfair prejudice. The court reasoned that “[i]t’s natural
    to present evidence of possible expenditures by defendants in terms of how they are spending
    money from the alleged fraud,” and that the jury should see the evidence. DE 369, Trial Tr. Vol.
    VI, Page ID 3309.
    We first address relevance. Soca-Fernandez correctly points out that the home has no direct
    connection to this case beyond the fact that Soca-Fernandez and Sosa-Baladron lived there during
    the years in which they were engaged in a conspiracy to defraud the insurance companies through
    their clinics. Despite the lack of a direct connection to the fraud scheme and conspiracy, the
    photographs of the home are relevant as evidence of unexplained wealth. See 
    Jackson-Randolph, 282 F.3d at 378
    . A court may admit this “lifestyle evidence” if three factors are satisfied: “(1) there
    is other credible evidence, direct or circumstantial, of the illegal activity; (2) the money spent was
    not available to the defendant from a legitimate source; and (3) the accumulation of great wealth
    or extravagant spending relates to the period of the alleged illegal activity.” 
    Id. The government
    introduced credible evidence in the form of numerous witnesses who testified that Soca-Fernandez
    participated in the fraud scheme and shared in its profits. There was no evidence that Soca-
    Fernandez had other sources of income to make her monthly mortgage payments of $2,300.
    Finally, even though the purchase of the house predated the opening of the first clinic, Soca-
    Fernandez owned and lived in the house during the period of the conspiracy and fraud scheme.
    - 21 -
    Nos. 17-1987/2032, United States v. Sosa-Baladron, et al.
    The lack of a direct connection between the house—as portrayed in the photos at trial—
    and Soca-Fernandez’s illegal activity does not negate the admissibility of the photos as lifestyle,
    or unexplained wealth, evidence. “While demonstrating a direct connection would certainly
    enhance the probative value of such evidence, it is not necessary.” 
    Jackson-Randolph, 282 F.3d at 379
    . What is important is a “natural connection” from which the jury may reasonably infer that
    the funds derived from the illegal activity financed the subject of the wealth evidence. See United
    States v. Amerine, 
    411 F.2d 1130
    , 1132 (6th Cir. 1969). Here, a jury could reasonably infer a
    natural connection between Soca-Fernandez’s home and the proceeds of her fraud scheme.
    Because the photos of the home support this inference, they satisfy the “extremely liberal” standard
    of relevance this court applies. See 
    Ramer, 883 F.3d at 681
    . The district court, therefore, did not
    abuse its discretion in determining that the photos were relevant.
    Turning to unfair prejudice, we now ask whether the probative value of the photos is
    substantially outweighed by the risk of unfair prejudice. The balancing test of Rule 403 “is
    strongly weighted toward admission.” United States v. Asher, 
    910 F.3d 854
    , 860 (6th Cir. 2018).
    We must “review the admitted evidence ‘in the light most favorable to its proponent, maximizing
    its probative value and minimizing its prejudicial effect.’” 
    Id. (quoting United
    States v. Carney,
    
    387 F.3d 436
    , 451 (6th Cir. 2004).
    Soca-Fernandez argues that the photos were unduly prejudicial because the government
    theorized that her “nice home” must have been financed by the cash profits of the fraud scheme.
    CA6 R. 39, Soca-Fernandez Br., at 61. In closing, the government alluded to the photos when it
    argued that Soca-Fernandez and Sosa-Baladron implemented the fraud scheme in Michigan so
    they could “sit on their beach in their beautiful Florida home, and never come back.” DE 370,
    Trial Tr. Vol. VII, Page ID 3548. Her argument is unpersuasive for two reasons. First, Soca-
    - 22 -
    Nos. 17-1987/2032, United States v. Sosa-Baladron, et al.
    Fernandez did not object to this statement. Second, closing argument is not evidence. And while
    “the government may not rely on prejudicial facts not in evidence when making its closing
    arguments,” United States v. Roach, 
    502 F.3d 425
    , 434 (6th Cir. 2007), the government did not do
    so here. The prosecutor indirectly referenced Soca-Fernandez’s home in closing, and the fact that
    Soca-Fernandez lived in a “nice home” was in evidence. CA6 R. 39, Soca-Fernandez Br., at 61.
    Giving the photos their maximum probative value and minimal prejudicial effect, their
    probative value was not substantially outweighed by the danger of unfair prejudice. We conclude
    that the district court did not abuse its discretion in admitting the photos of Soca-Fernandez’s home
    into evidence.
    VII.
    Sentence Enhancements.             Finally, Soca-Fernandez and Sosa-Baladron challenge the
    sentence enhancements imposed by the district court. Both argue that the district court erroneously
    applied enhancements for obstruction of justice, U.S.S.G. § 3C1.1, and for participation in a
    fraudulent scheme that created a risk of serious bodily harm, U.S.S.G. § 2B1.1(b)(15).4 Sosa-
    Baladron further challenges the aggravating-role adjustment, U.S.S.G. § 3B1.1, for his leadership
    in the offense. In applying the Guidelines, we review the district court’s factual findings for clear
    error and its legal conclusions de novo. United States v. Moon, 
    513 F.3d 527
    , 539–40 (6th Cir.
    2008). The government need only show by a preponderance of the evidence that a sentence
    enhancement applies. United States v. Donadeo, 
    910 F.3d 886
    , 901 (6th Cir. 2018). Giving due
    4
    Soca-Fernandez and Sosa-Baladron were sentenced in August 2017, and thus the 2016 version of the U.S. Sentencing
    Guidelines governed at their sentencing. See Huff v. United States, 
    734 F.3d 600
    , 608 (6th Cir. 2013) (“Generally, a
    district court applies the version of the Guidelines in effect at the time of sentencing.”). The enhancement for creating
    a risk of serious bodily harm was moved to § 2B1.1(b)(16) in the 2018 Guidelines.
    - 23 -
    Nos. 17-1987/2032, United States v. Sosa-Baladron, et al.
    deference to the district court’s factual findings, we hold that the district court properly found that
    the sentence enhancements applied and thus affirm the defendants’ sentences.
    A. Obstruction of Justice
    The Guidelines provide for a sentence enhancement if a “defendant willfully obstructed or
    impeded, or attempted to obstruct or impede, the administration of justice with respect to the
    investigation, prosecution, or sentencing of the instant offense of conviction.” U.S.S.G. § 3C1.1.
    Relevant here, obstructive conduct includes the “threatening, intimidating, or otherwise unlawfully
    influencing a co-defendant, witness, or juror, directly or indirectly, or attempting to do so,” 
    id. § 3C1.1
    cmt. n.4(A), as well as “attempting to suborn perjury,” 
    id. § 3C1.1
    cmt. n.4(B).
    In its presentence investigation reports (“PSR”) for Soca-Fernandez and Sosa-Baladron,
    the Probation Office recommended a two-level enhancement for obstruction of justice based on
    their pretrial contacts with Martinez-Lopez’s wife, Katia Mok-Tornes. Soca-Fernandez visited
    Mok-Tornes in October 2016 and insisted on speaking with Martinez-Lopez. After Mok-Tornes
    refused to let her inside, Soca-Fernandez said she wanted Martinez-Lopez to tell prosecutors that
    Acuna-Rosa was testifying against Martinez-Lopez, Sosa-Baladron, and Soca-Fernandez because
    of a family feud. Soca-Fernandez returned to Mok-Tornes’s house in February 2017—this time
    with Sosa-Baladron. Soca-Fernandez went inside and offered Mok-Tornes money while Sosa-
    Baladron sat in the vehicle. Knowing that Martinez-Lopez’s bail had been revoked, Soca-
    Fernandez claimed that she offered the money to “help” Mok-Tornes with home and family
    expenses. DE 383, Soca-Fernandez Sentencing Tr., Page ID 3754.                 Mok-Tornes testified,
    however, that she believed the offer of money “could be about [Martinez-Lopez] not going against
    [Soca-Fernandez] and [Sosa-Baladron],” 
    id. at 3755,
    and that, if she accepted the money, Soca-
    Fernandez and Sosa-Baladron would expect Martinez-Lopez not to testify against them.
    - 24 -
    Nos. 17-1987/2032, United States v. Sosa-Baladron, et al.
    The district court found that the defendants intended to influence the prosecution in this
    case by the two visits to Mok-Tornes and applied the two-level enhancements to the sentences of
    both defendants. In light of Mok-Tornes’s testimony, the court inferred that Soca-Fernandez
    unlawfully attempted to influence Martinez-Lopez’s testimony by providing a false story to Mok-
    Tornes’s wife and offering her money. With regard to Sosa-Baladron, the court found that he was
    “the functional equivalent of the wheel man in an armed robbery,” that he knew “the nature of the
    conversation that [Soca-Fernandez] was going to have with [Mok-Tornes],” and that Sosa-
    Baladron and Soca-Fernandez were clearly “working together” to influence Martinez-Lopez’s
    testimony. DE 381, Sosa-Baladron Sentencing Tr., Page ID 3693–94.
    We review this decision for clear error because “the determination of whether a set of facts
    constitutes obstruction of justice is a fact-bound decision.” 
    Jackson-Randolph, 282 F.3d at 389
    .5
    For the obstruction-of-justice enhancement to apply, the defendants must have taken some
    substantial step toward obstruction and intended to obstruct justice. See United States v. Huntley,
    530 F. App’x 454, 457 (6th Cir. 2013). Moreover, in considering whether a defendant had the
    requisite intent, other circuits have said that the court may draw all reasonable inferences from the
    defendant’s words and conduct, as well as other relevant circumstances. See United States v.
    Reeves, 
    586 F.3d 20
    , 23 (D.C. Cir. 2009); United States v. Sisti, 
    91 F.3d 305
    , 313 (2d Cir. 1996).
    The enhancement applies when obstructive conduct targets an intermediary, either directly or
    indirectly. See United States v. Pinkney, 644 F. App’x 478, 484 (6th Cir. 2016); United States v.
    Moss, 
    9 F.3d 543
    , 553–54 (6th Cir. 1993). Further, even subtle attempts to persuade a witness or
    5
    At times, we have applied de novo review to this question, reasoning that whether specific facts amount to obstructive
    conduct is a mixed question of fact and law. See, e.g., 
    Donadeo, 910 F.3d at 893
    ; United States v. Henry, 
    819 F.3d 856
    , 872 (6th Cir. 2016). However, because the district court’s legal decision here “depend[ed] heavily upon an
    understanding of the significance of case-specific details,” 
    Jackson-Randolph, 282 F.3d at 389
    (quoting Buford v.
    United States, 
    532 U.S. 59
    , 65 (2001)), the appropriate standard of review is clear error.
    - 25 -
    Nos. 17-1987/2032, United States v. Sosa-Baladron, et al.
    co-defendant to testify falsely justify this enhancement.           See United States v. Cannon,
    552 F. App’x 512, 515 (6th Cir. 2014) (noting that “the obstruction enhancement covers subtle
    efforts no less than brazen ones”); United States v. Bingham, 
    81 F.3d 617
    , 632 (6th Cir. 1996)
    (upholding the enhancement where defendant attempted “indirectly, and perhaps even somewhat
    ambiguously, to have” a witness testify falsely).
    Under the government’s theory, Soca-Fernandez obstructed justice by indirectly
    “plant[ing] the seed” of false testimony with Mok-Tornes and then doubled down by offering
    money. DE 383, Soca-Fernandez Sentencing Tr., Page ID 3778–79. The district court agreed and
    found that Soca-Fernandez intended to obstruct justice and took a substantial step by providing the
    false story of a family feud to Mok-Tornes and offering her money. The district court additionally
    found that Sosa-Baladron’s role in driving Soca-Fernandez amounted to obstructive conduct as
    well, inferring Sosa-Baladron’s knowledge and intent based on the circumstances of his
    relationship with Soca-Fernandez throughout the conspiracy.
    That Soca-Fernandez contacted Mok-Tornes with the intention of persuading Martinez-
    Lopez to testify falsely is an entirely plausible and likely explanation of her two pre-trial visits and
    offer of money. The district court’s finding as to Sosa-Baladron’s intent to obstruct is a closer
    question.   However, the circumstantial evidence and nature of Soca-Fernandez and Sosa-
    Baladron’s partnership throughout the conspiracy justifies the district court’s inference on that
    issue. The mere possibility of an alternative interpretation of the facts—that Soca-Fernandez
    simply wanted to be charitable and Sosa-Baladron was unaware of the exact conversations with
    Mok-Tornes—is not enough to show clear error. Considering the evidence and according due
    deference to the district court’s findings, we conclude the district court’s determination that Soca-
    - 26 -
    Nos. 17-1987/2032, United States v. Sosa-Baladron, et al.
    Fernandez and Sosa-Baladron obstructed justice by attempting to persuade a witness to provide
    false testimony passes clear-error review.
    B. Risk of Serious Bodily Injury
    The 2016 Guidelines also provide for a two-level sentence enhancement if the offense
    involved the conscious or reckless risk of death or serious bodily injury.               U.S.S.G. §
    2B1.1(b)(15)(A). “Serious bodily injury” is defined as one “involving extreme physical pain or
    the protracted impairment of a function of a bodily member, organ, or mental faculty; or requiring
    medical intervention such as surgery, hospitalization, or physical rehabilitation.” 
    Id. § 1B1.1
    cmt.
    n.1(L).
    The Probation Office recommended this sentence enhancement for both Sosa-Baladron and
    Soca-Fernandez based on the numerous staged or planned car accidents involved in their scheme
    to defraud insurance companies. Various participants in the defendants’ scheme testified at trial
    that they staged their accidents by running into a tree or bush, running off the road, or running into
    another vehicle. The defendants left the decision regarding the method up to the participants as
    long as it resulted in a police report. Even though the co-conspirators reassured participants that
    no one would get hurt in these staged accidents, they arranged for some accidents to occur under
    conditions of rain, snow, or ice. At least one of the participants had a headache and aggravated a
    back injury after sliding off an icy road and hitting a tree. Based on the proof at trial concerning
    the circumstances of the accidents, the district court determined that the defendants’ offenses
    involved the risk contemplated by section 2B1.1(b)(15)(A) and overruled their objections to this
    enhancement.
    - 27 -
    Nos. 17-1987/2032, United States v. Sosa-Baladron, et al.
    In a fraud case, this enhancement applies if the risk of serious bodily injury is “part and
    parcel of the scheme to defraud.” United States v. Hall, 
    71 F.3d 569
    , 571 (6th Cir. 1995).6 This
    enhancement does not require actual injury, but it does require that the reckless risk was “actual,
    not conjectural.” United States v. Vivit, 
    214 F.3d 908
    , 922 (7th Cir. 2000). While we have not
    considered the enhancement in this particular type of fraud scheme, two of our sister circuits have
    found the enhancement applicable in staged car accident schemes. See United States v. Lucien,
    
    347 F.3d 45
    , 56 (2d Cir. 2003) (upholding sentence enhancement in a fraud scheme involving
    staged accidents where the district court found that the “risk of bodily injury inheres in any
    deliberately caused accident” and that “the risk of bodily injury is patent in this type of criminal
    activity”); United States v. Hoffman, 
    9 F.3d 49
    , 50 (8th Cir. 1993) (per curiam) (upholding sentence
    enhancement for a defendant who arranged low-speed automobile accidents and submitted
    fraudulent claims to insurance companies because the risk of seriously bodily injury was
    “inherent” in the staged accidents). Soca-Fernandez and Sosa-Baladron attempt to distinguish
    Hoffman and Lucien by arguing that those cases involved actual collisions with unsuspecting
    motorists. Their argument is inapposite. As in Hoffman and Lucien, the focus here is on actual
    risk of serious bodily injury, not on whether there were actual injuries. Soca-Fernandez and Sosa-
    Baladron’s fraud scheme involved staging accidents that carried an inherent risk of seriously
    bodily injury to the participants and other drivers or pedestrians. Therefore, we hold that the
    district court properly applied the enhancement under U.S.S.G. § 2B1.1(b)(15)(A) to Sosa-
    Baladron’s and Soca-Fernandez’s sentences.
    6
    Hall and other cases that we cite infra interpret an enhancement under U.S.S.G. § 2F1.1(b) in a prior version of the
    Guidelines, which provided for an enhancement if a fraud or deceit offense involved “the conscious or reckless risk
    of serious bodily injury.” See, e.g., 
    Hall, 71 F.3d at 571
    . Section 2F1.1 was deleted from the Guidelines in 2001
    when it was consolidated with § 2B1.1. Because the enhancement under § 2B1.1(b)(15)(A) of the 2016 Guidelines
    contains the same language as this prior enhancement, we continue to rely on these cases.
    - 28 -
    Nos. 17-1987/2032, United States v. Sosa-Baladron, et al.
    C. Leadership Role in the Offense
    The Guidelines provide for a sentence enhancement based on a defendant’s leadership role
    “[i]f the defendant was an organizer or leader of a criminal activity that involved five or more
    participants.” U.S.S.G. § 3B1.1(a). Relevant considerations include “the exercise of decision
    making authority, the nature of participation in the commission of the offense, the recruitment of
    accomplices, the claimed right to a larger share of the fruits of the crime, the degree of participation
    in planning or organizing the offense, the nature and scope of the illegal activity, and the degree
    of control and authority exercised over others.” 
    Id. § 3B1.1
    cmt. n.4; see also United States v.
    Walls, 
    546 F.3d 728
    , 735 (6th Cir. 2008) (quoting United States v. McDaniel, 
    398 F.3d 540
    , 551
    (6th Cir. 2005)). Further, for this enhancement to apply, the “defendant must have exerted control
    over at least one individual within a criminal organization.” United States v. Vandeberg, 
    201 F.3d 805
    , 811 (6th Cir. 2000) (quoting United States v. Gort Didonato, 
    109 F.3d 318
    , 321 (6th Cir.
    1997)).
    Based on this Guideline, the Probation Office recommended a four-level adjustment to
    Sosa-Baladron’s offense level for his aggravating role in the fraud scheme. The district court
    accepted the recommendation and applied the enhancement to Sosa-Baladron’s sentence for being
    a leader or organizer. In reaching this conclusion, the district court made the following findings.
    First, Sosa-Baladron participated in the recruitment of Dr. Borrero to play the role of ordering
    treatment for the individuals in staged accidents. The district court described this recruitment
    meeting as “one of the linchpins of this conspiracy.” DE 381, Sosa-Baladron Sentencing Tr., Page
    ID 3694. Moreover, the district court found that Sosa-Baladron was involved in almost all of the
    “critical events” in the course of the fraud scheme, and that he specifically supervised or exerted
    control over Gonzalez and Pardo-Oiz in the November 11, 2013 staged accident. 
    Id. at 3695.
    The
    - 29 -
    Nos. 17-1987/2032, United States v. Sosa-Baladron, et al.
    district court further noted that Sosa-Baladron had an important role in managing and collecting
    the proceeds of the fraud scheme based on the text messages indicating that Sosa-Baladron was
    “demanding [Acuna-Rosa] collect and share money,” the photo showing Sosa-Baladron making
    bank withdrawals, and the evidence that Sosa-Baladron assisted Soca-Fernandez in preparing false
    billings. 
    Id. Finally, the
    district court found that this fraud scheme clearly involved five or more
    participants.
    On appeal, Sosa-Baladron submits that Soca-Fernandez was the actual “mastermind behind
    the operation” and that the district court erred when it attributed her actions to Sosa-Baladron.
    CA6 R. 36, Sosa-Baladron Br., at 26. He argues that the trial evidence only proved his presence
    and involvement in peripheral aspects of the clinics’ operations. His arguments are unavailing.
    Even if Soca-Fernandez played a leading role in the fraud scheme, that would not diminish Sosa-
    Baladron’s leadership or organizational role.      Indeed, the Guidelines contemplate criminal
    activities involving “more than one person who qualifies as a leader or organizer of a criminal
    association or conspiracy.” U.S.S.G. § 3B1.1 cmt. n.4. Further, the district court did not credit
    Sosa-Baladron with Soca-Fernandez’s actions. The court made explicit findings regarding Sosa-
    Baladron’s own role in making decisions, recruiting accomplices, sharing in the scheme’s profits,
    and exerting control over multiple individuals within the scheme.
    The district court did not clearly err in its factual findings, and these findings satisfy the
    criteria for a four-level enhancement to Sosa-Baladron’s Guideline calculation under U.S.S.G.
    § 3B1.1.
    VIII.
    For the foregoing reasons, we affirm the convictions and sentences of Sosa-Baladron and
    Soca-Fernandez.
    - 30 -