United States v. Rufai , 732 F.3d 1175 ( 2013 )


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  •                                                                                     FILED
    United States Court of Appeals
    PUBLISH                                  Tenth Circuit
    UNITED STATES COURT OF APPEALS                         October 15, 2013
    Elisabeth A. Shumaker
    TENTH CIRCUIT                                Clerk of Court
    UNITED STATES OF AMERICA,
    Plaintiff - Appellee,
    No. 12-6034
    v.
    OLALEKAN RUFAI,
    Defendant - Appellant.
    APPEAL FROM THE UNITED STATES DISTRICT COURT
    FOR THE WESTERN DISTRICT OF OKLAHOMA
    (D.C. NO. 5:11-CR-00030-D-2)
    Paul Antonio Lacy, Assistant Federal Public Defender, Office of the Federal Public
    Defender, Oklahoma City, Oklahoma, appearing for Appellant Olalekan Rufai.
    Amanda Maxfield Green, Assistant United States Attorney (Sanford C. Coats, United
    States Attorney, with her on the brief), Office of the United States Attorney, Oklahoma
    City, Oklahoma, appearing for Appellee.
    Before MATHESON, EBEL, and O’BRIEN, Circuit Judges.
    MATHESON, Circuit Judge.
    At a joint trial, a jury acquitted Olalekan Rufai and Adedayo Adegboye of one
    count of conspiracy to commit health care fraud, pursuant to 
    18 U.S.C. § 1349
    , and
    convicted them of five counts of aiding and abetting health care fraud, pursuant to 
    18 U.S.C. §§ 1347
     and 2. The Government and Mr. Rufai agree that an unindicted third
    party, Joshua Ohaka, knowingly filed fraudulent claims on behalf of the medical
    equipment company set up by the Defendants. Mr. Rufai argues that the trial evidence
    was insufficient to show that he knowingly and willfully participated in the fraud.
    Exercising jurisdiction under 
    28 U.S.C. § 1291
    , we agree and reverse Mr. Rufai’s
    convictions on all counts.
    I. BACKGROUND1
    A. Factual Background
    This case concerns fraudulent Medicare claims filed by Joshua Ohaka through a
    durable medical equipment (“DME”) provider called First Century Medical Supply
    (“First Century”). Mr. Rufai and Mr. Adegboye incorporated and set up First Century
    and served as First Century’s legal face. Mr. Ohaka fled the country when he was
    1
    Mr. Rufai and Mr. Adegboye were tried together. The issues they raise on
    appeal are similar. This background section addresses the information necessary to frame
    the issues in both appeals and is incorporated in the separate opinion for Mr. Adegboye’s
    appeal. We therefore cite to the record from both appeals. We cite to the record from
    Mr. Rufai’s case as “Rufai ROA, Vol. [volume number] at [page number].” We cite to
    the record from Mr. Adegboye’s case as “Adegboye ROA, Vol. [volume number] at
    [page number].” In Mr. Rufai’s case, the trial transcript is found at Rufai ROA, Vol. 2,
    and in Mr. Adegboye’s case, the trial transcript is found at Adegboye ROA, Vol. 3. The
    trial transcript has its own internal pagination, independent of that in either ROA. For
    simplicity, we will cite to “Trial Tr.,” followed by the page number from the transcript’s
    internal pagination.
    Mr. Rufai and the Government did not supply the trial exhibits until ordered to do
    so after oral argument. Mr. Adegboye did not present any exhibits at trial. We cite to
    Mr. Rufai’s exhibits as “Defendant Rufai Trial Ex. # [exhibit number].” Similarly, we
    cite to the Government’s trial exhibits as “Government Trial Ex. # [exhibit number],
    Aplee. Suppl. Appx. at [page number].”
    -2-
    indicted in federal district court in Texas in July 2009 for fraud involving another DME
    company, Luant and Odera (“Luant”). Mr. Rufai and Mr. Adegboye were convicted of
    aiding and abetting the fraudulent claims First Century billed to Medicare on behalf of
    five beneficiaries. Although Mr. Ohaka was not indicted in this case, the parties agree
    that he perpetrated the frauds at issue.
    We begin with some brief background on how Medicare is billed for durable
    medical equipment. We then introduce the individuals involved with First Century
    followed by a description of Mr. Ohaka’s DME companies and First Century’s history,
    including the Government’s investigation of the fraud at First Century.
    1. Medicare and Durable Medical Equipment Providers
    “Medicare is a federal insurance program which provides health benefits for
    elderly and disabled individuals.” United States ex rel. Sikkenga v. Regence Bluecross
    Blueshield of Utah, 
    472 F.3d 702
    , 706 (10th Cir. 2006). Medicare Part A, which is not
    involved in this case, “provides for basic in-patient hospital services, nursing home and
    hospice care, and, in some instances, home health services.” 
    Id.
     Medicare Part B is a
    voluntary supplemental insurance program funded in part by appropriations from the
    federal government and in part from monthly premiums paid by individuals who choose
    to enroll. See Schweiker v. McClure, 
    456 U.S. 188
    , 189-90 (1982). Part B, which is
    involved in this case, provides reimbursement for “physician services, outpatient hospital
    care and a range of other noninstitutional services, such as ambulance services, durable
    medical equipment, diagnostic laboratory tests and X-rays.” United States v. Suba, 132
    -3-
    F.3d 662, 665 n.3 (11th Cir. 1998).
    The United States Department of Health and Human Services (HHS) administers
    Medicare. “HHS contracts with insurance companies (fiscal intermediaries) [and
    carriers] to distribute Medicare funds. The fiscal intermediary [or carrier] pays the
    Medicare funding to” health care providers—in this case, DME providers. Id. at 665.
    Medicare covers the reasonable costs of patient care and, through its fiscal intermediaries
    and carriers, determines the rates and amounts of payments that it will cover for
    medically necessary services. Id. at 665-66.
    This case deals with reimbursements for two types of DME covered under Part B:
    power wheelchairs and power scooters. Rather than having the customer—that is, the
    beneficiary—pay directly for the equipment and seek reimbursement from Medicare, the
    DME companies, including the company in this case, may provide the equipment and
    then file the beneficiaries’ claims with Medicare. Then Medicare, through its fiscal
    intermediaries, reimburses the DME providers. Medicare provides a greater
    reimbursement for power wheelchairs than power scooters.
    2. Cast of Characters
    The following briefly describes key individuals who were involved in this case.
    a. Mr. Ohaka
    Joshua Ohaka, a self-described medical doctor, is originally from Nigeria. He
    owned and/or ran a number of DME companies in Oklahoma and Texas: Optimed,
    Vitacare, Providence, and Luant. Although he was never listed in the ownership and
    -4-
    management papers for First Century, the DME company at issue in this case, Mr. Ohaka
    was heavily involved in its management and used it to file fraudulent Medicare claims.
    b. Mr. Rufai and Mr. Adegboye
    Mr. Rufai also is a native of Nigeria and holds passports from both Nigeria and
    Trinidad and Tobago (“Trinidad”). After graduating from college in economics in
    Nigeria, he taught high school English, commerce, economics, and science for two years.
    He then worked for the Nigerian Department of Education for three years, after which he
    started a business importing used products. In 1994, Mr. Rufai moved to Trinidad, where
    he worked as a security guard and opened a mini mart. In 1999, he came to New York to
    buy products to export to Nigeria while his wife stayed in Trinidad to run their store. In
    New York, he lived with a cousin, Adebola Adebayo.
    Mr. Rufai met Mr. Ohaka outside a gas station in Brooklyn, New York, in 2004.
    In 2005 and again in 2006, Mr. Rufai and Mr. Ohaka purchased used goods that Mr.
    Rufai then shipped to Nigeria. In 2006 and 2007, Mr. Rufai sold three vehicles to Mr.
    Ohaka. Beginning in the fall of 2007, Mr. Rufai helped establish First Century and was
    part of the company’s legal front. In 2008 and 2009, Mr. Rufai and his cousin Mr.
    Adebayo managed a supermarket in New York that they planned to buy with Mr. Ohaka.
    Less of Mr. Adegboye’s history was presented at trial. He also is from Nigeria
    and moved with his family to the United States after receiving a resident visa. The
    Adegboye family lived in the same building as Mr. Rufai and his cousin. Mr. Rufai
    introduced Mr. Adegboye to Mr. Ohaka in 2007. Mr. Adegboye was involved in real
    -5-
    estate in New York. He also helped establish and run First Century and was part of the
    company’s legal front.
    c. Employees
    Employees moved from Mr. Ohaka’s other DME companies to First Century, and
    employees at First Century often performed work for the other DME companies and vice
    versa. The following employees worked at First Century or performed work on behalf of
    First Century.
    Tracina Pratcher started working at Vitacare on October 18, 2007. In January
    2008, she moved to First Century, where she worked until late March 2008. At Vitacare,
    she was responsible for filling out the paperwork (a certificate of medical necessity, or
    “CMN”) to bill Medicare. At First Century, she opened the facility, hired painters,
    bought office equipment, prepared for its Medicare inspection, and served as the first
    salesperson. She also continued to prepare CMNs for Vitacare customers.
    Florida Raines worked separately at Optimed, Vitacare, Providence, and First
    Century, starting at Optimed in September 2007. She transferred to First Century after
    Ms. Pratcher left, but she quit sometime before it was approved to bill Medicare. At First
    Century she answered calls, paid bills, and continued preparing First Century to qualify
    for Medicare billing approval.
    Sasha Rinker worked at Optimed for six months in 2006 and then worked at
    Vitacare as store manager until January 2009. As Mr. Ohaka’s principal manager, she
    filled in at First Century when no one was there, filled out Medicare claims paperwork
    -6-
    that was submitted in First Century’s name, and advised Mr. Adegboye of matters at First
    Century that he needed to address. She also performed management functions, such as
    making sure First Century’s bills and employees were paid and that it had reapplied for
    its state permits.
    Elizabeth Unsell managed First Century in the fall of 2008. She had been there for
    about two weeks when it was inspected by Medicare contractors in September 2008. She
    continued to work for First Century until at least November 2008, when she and Mr.
    Adegboye were trying to address violations discovered during the September inspection.
    d. Medicare contractors and investigators
    Gina Bertram is a fraud analyst for a company that works for the National Supplier
    Clearinghouse (the “NSC”). The NSC, a Medicare contractor, authorizes companies to
    bill Medicare for durable medical equipment and monitors the billing process. It issues
    Medicare billing numbers to DME companies, receives and processes the applications for
    approval to bill Medicare, and monitors the DME companies for fraud. Ms. Bertram
    reviewed the report from the NSC’s September 2008 inspection of First Century, notified
    First Century of the violations found during the inspection, and ultimately revoked First
    Century’s Medicare billing privileges for non-compliance.
    Steven Scott Ward is a lead investigator for Health Integrity, which contracts with
    Medicare to investigate fraud. He investigated First Century after a routine inspection of
    new providers revealed that it was billing for orthotics and power mobility devices at a
    high rate.
    -7-
    3. Mr. Ohaka’s Other DME Providers
    Besides his involvement in First Century, Mr. Ohaka owned three DME
    companies in Oklahoma—Optimed, Vitacare, and Providence—and controlled another
    DME company in Texas. The Texas company, Luant, was registered under the name of
    an individual not involved in this case.
    a. Optimed
    Optimed’s application for enrollment in Medicare was approved in 2005, allowing
    it to submit claims to Medicare for reimbursement. In 2006, the government began
    investigating Optimed because 90 percent of its claims to Medicare were filed using a
    special Medicare billing code called “the CR modifier.” The CR modifier eliminated
    certain documentation requirements and allowed for faster processing of claims to
    replace equipment lost due to Hurricanes Katrina and Rita. Around October 2006,
    Medicare placed Optimed on “prepayment review,” which requires that a DME company
    provide supporting documentation for each claim that it has submitted before Medicare
    will approve reimbursement. Optimed was unable to submit the required documentation
    for prepayment review, and the NSC revoked Optimed’s identification number and its
    privilege to bill Medicare.
    b. Vitacare
    Vitacare was enrolled to bill for Medicare reimbursement in early 2007. Mr.
    Ohaka listed his wife as Vitacare’s owner on the Medicare enrollment application. When
    investigators from the NSC conducted a site visit to approve Vitacare’s application and
    -8-
    encountered Mr. Ohaka, he told them that he was the owner. Around mid-2007, Health
    Integrity began investigating Vitacare and noticed that it was billing with the CR
    modifier at a high rate. Vitacare was placed on prepayment review in the spring of 2008.
    Vitacare was unable to comply with the documentation requirements of prepayment
    review, and its Medicare billing privileges were revoked.
    c. Providence
    Providence was approved to bill Medicare in early 2008. Medicare began
    investigating it in July or August 2008 because Providence had been billing for orthotics
    at a high rate. Providence was placed on prepayment review. When it could not
    document several claims, its Medicare provider number was revoked.
    d. Luant
    In December 2008, Medicare conducted a site visit of Luant, Mr. Ohaka’s Texas
    DME provider. Although Helen Etinfoh was listed on the company’s Medicare
    application as the owner, employees told Medicare representatives that Mr. Ohaka was
    the owner. Medicare subsequently determined that Mr. Ohaka and Ms. Etinfoh had
    agreed that he would pay her in exchange for use of her name as owner on Luant’s
    Medicare claims. Mr. Ohaka was indicted for fraud in July 2009 based on his
    involvement with Luant.
    e. Investigation of Mr. Ohaka’s DME companies
    Mr. Ward, the Health Integrity investigator, testified that Medicare had received
    complaints from Medicare beneficiaries that (1) Mr. Ohaka’s companies had not
    -9-
    delivered promised products at all, (2) products delivered were not those ordered, or
    (3) equipment was received that they never ordered. Because of these complaints and
    because of Mr. Ohaka’s association with businesses that had submitted erroneous claims,
    Medicare began investigating all businesses in which Mr. Ohaka had an ownership or
    managing interest.
    Mr. Ward further testified that Mr. Ohaka’s use of Ms. Etinfoh as Luant’s straw
    owner was a common Medicare fraud practice. Under this practice, the fraudulent actors
    “identify other individuals that they can enter into a business arrangement with and get
    them to . . . apply for the [Medicare billing] number or put their name down as the
    registered agent for operating the business when . . . [the fraudulent actors are] the ones
    actually operating the business behind the scenes.” Trial Tr. at 51-52.
    4. History of First Century
    a. Starting the business
    In 2007, Mr. Rufai introduced Mr. Adegboye to Mr. Ohaka in New York. The
    three discussed starting a DME company in Oklahoma. Although both Mr. Rufai and
    Mr. Adegboye planned to fly to Oklahoma City from September 12 to September 17,
    2007, to begin setting up the business, Mr. Adegboye was too busy at the last minute and
    Mr. Rufai went alone.
    Mr. Ohaka picked up Mr. Rufai from the airport and showed him around Vitacare
    before taking him to the office of the Oklahoma Secretary of State to file papers setting
    up First Century. Mr. Rufai paid the incorporation fee, listed himself as the registered
    -10-
    agent of First Century Medical Supply, and signed as the incorporator. He also listed
    himself and Mr. Adegboye as First Century’s directors. First Century was incorporated
    on September 12, 2007. Mr. Ohaka’s name did not appear on the incorporation papers.
    Mr. Rufai stayed at Mr. Ohaka’s apartment in Oklahoma City and spent the rest of
    his time there filling out insurance paperwork for First Century, visiting Mr. Ohaka’s
    businesses, and looking for places to purchase goods to take to Trinidad and Nigeria. On
    September 17, Mr. Rufai flew from Oklahoma City to Houston, where he stayed at Mr.
    Ohaka’s home for four days.
    b. Opening bank accounts, signing service agreements, and leasing space
    On October 17, 2007, Mr. Rufai and Mr. Adegboye traveled to Oklahoma City.
    On October 18, they opened a Bank of America account for First Century. They listed
    themselves as the authorized signers on the account, with Mr. Adegboye listed as
    president of First Century and Mr. Rufai as vice-president. After opening the account,
    Mr. Adegboye emailed the account information to Mr. Ohaka and copied the email to Mr.
    Rufai.
    Mr. Adegboye signed a service agreement, dated October 17, 2007, between
    Vitacare and First Century, for Vitacare to repair First Century’s customers’ equipment.
    On the same day, Mr. Adegboye signed, as owner of First Century, an agreement that
    First Century would purchase equipment from Vitacare. Also that day, Mr. Rufai signed
    a general liability insurance agreement, which Medicare requires for all DME companies.
    Between November 20 and November 22, 2007, Mr. Rufai returned to Oklahoma
    -11-
    without Mr. Adegboye to conduct additional First Century business. Mr. Rufai and Mr.
    Adegboye had already begun arranging for First Century’s store space, and the leasing
    company gave Mr. Rufai a key to inspect the premises and see what repairs needed to be
    made. Mr. Rufai picked up bills at the post office in Oklahoma City and gave them to
    Mr. Adegboye when he returned to New York. He then spent the Thanksgiving holiday
    in Houston with Mr. Ohaka.
    The lease for First Century’s space was dated December 14, 2007, but Mr.
    Adegboye signed and notarized it on November 15, 2007. Mr. Rufai signed as the
    witness to Mr. Adegboye’s signatures. The lease listed Mr. Adegboye as First Century’s
    contact person. It also listed Mr. Adegboye and Med-Links Holdings Inc. (a company
    Mr. Ohaka and Mr. Rufai were using to buy a supermarket) as guarantors for the rent.
    For the guaranty by Med-Links Holdings, Mr. Rufai signed as its director of sales, and
    Mr. Adegboye signed as the witness. For the personal guaranty signed by Mr. Adegboye,
    Mr. Rufai signed as witness.
    c. Applying to Medicare
    Ms. Pratcher was sent from Vitacare to First Century in January 2008 to open the
    storefront and get the store running to prepare for the inspection necessary for Medicare
    billing approval.
    On January 8, 2008, Mr. Adegboye signed and submitted the Medicare enrollment
    application, which the NSC received on January 14, 2008. Section 6 of the application
    required First Century to list all individuals with a five percent or greater ownership, all
    -12-
    managing employees, anyone with a partnership interest, and authorized and delegated
    officials. The completed application mentioned only Mr. Adegboye. He was listed as a
    five percent or greater owner and managing employee. Section 14 of the application lists
    the possible consequences for providing false information, which include liability for
    executing a scheme to defraud a health care benefit program under 
    18 U.S.C. § 1347
    .
    Finally, in Section 15, Mr. Adegboye certified as the authorized official for First
    Century that all the information in the application was correct. He also certified that (1)
    he would notify the NSC of any changes to the information in the application within 30
    days of the change; (2) no “owner, partner, officer, director, managing employee,
    authorized official, or delegated official . . . is currently sanctioned, suspended, debarred,
    or excluded . . . from supplying services to Medicare”;2 and (3) he would “not knowingly
    present or cause to be presented a false or fraudulent claim for payment by Medicare, and
    [would] not submit claims with deliberate ignorance or reckless disregard of their truth or
    falsity.” Suppl. Appx. at 61.
    Sometime in January 2008, the NSC conducted a site inspection and found
    2
    Section 3 of the Application also required that First Century indicate whether it
    or any of its owners had (1) in the previous ten years been suspended from participation
    in any federal health care program, (2) a current Medicare payment suspension under any
    billing number, or (3) a Medicare revocation of any Medicare billing number. By the
    time Mr. Adegboye filed the application, Optimed had been placed on prepayment review
    and had its privileges revoked. One possible motive for omitting Mr. Ohaka from the
    application, then, was to avoid the scrutiny that would result from Mr. Ohaka’s
    involvement in Optimed, but there was no evidence presented that Mr. Adegboye knew
    about Optimed’s status at that time.
    -13-
    paperwork and credit issues at First Century. On February 1, 2008, First Century
    received a letter from the NSC that identified these issues and stated that First Century
    could not be approved for Medicare billing because its application was incomplete. Ms.
    Pratcher was unable to contact Mr. Rufai about the credit issues raised in the NSC letter
    because he was out of the country, so she called Mr. Ohaka. He told her to go to Vitacare
    and get a letter stating that it was lending credit to First Century.
    On February 19, 2008, Mr. Adegboye sent the additional documents to the NSC
    that it had requested, including an electronic funds transfer agreement for Medicare to
    deposit funds directly in First Century’s accounts. He again signed the paperwork as the
    manager and authorized official for First Century.
    On March 28 or 29, 2008, Ms. Pratcher resigned from First Century to move to
    Georgia to care for her ailing grandfather. She told Mr. Rufai, however, that she had quit
    because of how poorly Mr. Ohaka treated her and because things at First Century did not
    seem “right to [her].” Trial Tr. at 344. In particular, she was concerned about calls to
    First Century from Vitacare customers complaining that they had not received their
    equipment and about the credit letter from Vitacare to First Century, which “seemed
    illegal to [her].” 
    Id. at 345
    .
    On March 31, 2008, the NSC performed another site inspection of First Century.
    Sasha Rinker, who managed Mr. Ohaka’s other stores and was there that day, told the
    inspector that she was the manager and that the owner had other DME companies. When
    the inspector asked for a list of the other locations, she called Mr. Ohaka, who told her to
    -14-
    say that First Century had no other locations. After receiving the inspection report, the
    Medicare NSC contractor who was processing the application requested that First
    Century update the application to include Ms. Rinker as the managing employee and,
    because there was so little inventory on site, that it provide evidence of inventory contract
    agreements.
    On April 7, 2008, Mr. Adegboye updated the Medicare application by removing
    his status as managing employee. On April 17, 2008, he added Ms. Rinker—Vitacare’s
    manager—as managing employee and provided additional forms.
    On May 20, 2008, First Century received its approval letter from Medicare,
    allowing it to begin submitting claims.
    First Century’s original bank account was eventually closed for lack of activity.
    On May 30, 2008, Mr. Rufai and Mr. Adegboye opened three new accounts for First
    Century at Bank of America. Mr. Adegboye was again listed as president of First
    Century and Mr. Rufai as vice-president. They also requested debit cards to draw on the
    accounts.
    d. Billing Medicare
    From approximately May 2008 through September 2008, First Century submitted
    claims on behalf of beneficiaries to Medicare for approximately $1.2 million, for which it
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    received approximately $303,000.3 Mr. Ohaka used the same process to bill Medicare at
    all of his DME companies. He would choose an employee at one of the companies and
    send her a packet of information about a Medicare beneficiary. He would instruct the
    employee on the billing codes to enter, such as the CR modifier, and as to which
    company—Vitacare, Providence, or First Century—would submit the CMN. The
    employee would then send the CMN to Mr. Ohaka or directly to Reliance Billing, the
    company Mr. Ohaka used to submit CMNs to Medicare.
    e. Inspection and Medicare investigation
    Mr. Rufai and Mr. Adegboye were rarely on site—Mr. Adegboye spent most of
    his time in New York, and Mr. Rufai spent most of his time in New York or abroad—but
    they were reachable by phone and email. Sometime during September 2008, Mr.
    Adegboye visited First Century in Oklahoma and paid some bills. Also in September,
    Ms. Unsell began working at First Century.
    On September 22, 2008, the NSC conducted another inspection of First Century.
    For the NSC, it is a sign of fraud when a supplier submits many claims when it has little
    3
    All of the beneficiaries for whom First Century billed Medicare lived in
    Louisiana or Texas, areas potentially affected by hurricanes and thus where use of the CR
    modifier would be less suspicious. The five counts of health care fraud for which Mr.
    Rufai and Mr. Adegboye were convicted related to claims filed on behalf of five of these
    beneficiaries. For each of them, Medicare was billed for a power wheelchair using the
    CR modifier for storm-related losses. Testimony at trial established that at least three of
    the beneficiaries did not live in areas affected by Hurricanes Katrina or Rita. At least
    four of them received cheaper power scooters rather than the power wheelchairs for
    which Medicare was billed. At least four of them had never received a physician’s
    prescription for the equipment.
    -16-
    inventory. The First Century store had little inventory, and Ms. Unsell, who was
    managing the store at the time, could not tell the inspector if there were any contracts
    with another company to provide supplies. She also was unable to tell the inspector the
    owner’s name or how First Century obtained beneficiary referrals. The inspector
    reported a lack of files, apart from 10 files lying unsecured on top of a desk.
    On October 15, 2008, Gina Bertram, the NSC contractor employee who reviewed
    the inspection report, sent a deficiency letter to First Century listing the company’s
    violations of Medicare requirements and giving First Century three weeks to show
    compliance.
    Health Integrity, the Medicare contractor investigating Medicare fraud in
    Oklahoma, also opened an investigation of First Century based on Medicare’s practice of
    monitoring new DME providers. Because First Century was a new provider that had
    immediately started to bill Medicare for orthotics and power mobility devices, Health
    Integrity put it on prepayment review around October 2008. This meant that every time
    First Century submitted a claim, it received a letter asking it to provide supporting
    documentation before Medicare would pay the claim. First Century did not provide the
    required documents.
    On November 7, 2008, Ms. Unsell responded to the deficiency letter from NSC’s
    Mr. Bertram with a number of documents, including a form from Mr. Adegboye
    designating her as a delegated official for First Century. Ms. Bertram concluded that
    First Century had not provided all the information the NSC had required and, on January
    -17-
    21, 2009, sent First Century a letter stating that the NSC had revoked First Century’s
    Medicare supplier number.
    f. First Century’s closure and post-closure investigations
    On January 4, 2009, Mr. Ohaka emailed his employees that all of the DME
    companies, including First Century, would be closing because of the economy.
    On August 18, 2009, attorneys for Mr. Adegboye sent a letter to the FBI
    requesting the return of First Century records that had been taken when FBI agents seized
    Luant’s company records. Sometime before, Medicare had asked First Century to
    produce records for post-payment review of numerous claims. The letter from Mr.
    Adegboye’s attorneys to the FBI stated that Medicare had requested the records to verify
    services that had been billed. The letter reported that the records had been “given to Mr.
    Ohaka for safe keeping when Mr. Adegboye was in the process of relocating to New
    York since Mr. Ohaka said he was coming to New York at a later date.” Government
    Trial Ex. # 5A, Aplee. Suppl. Appx. at 246; Trial Tr. at 63. The letter further stated that
    Mr. Ohaka had been unable to travel to New York to deliver the records because he had
    been indicted.
    On October 5, 2009, Medicare investigators received a notarized affidavit from
    Mr. Adegboye explaining why he was unable to produce the requested documents. He
    stated that he owned First Century and that he had earlier decided to move the “company
    back to New York.” Government Trial Ex. # 5B, Aplee. Suppl. Appx. at 248. He
    explained that he had “contacted a long time friend, who also runs a similar business in
    -18-
    Oklahoma by the name [of] Dr. Joshua Ohaka and requested him to help me box the files
    and other office equipments and ship them to me in New York. . . . [Mr.] Ohaka resides
    in Houston, Texas, so he moved the documents to Texas for onward mailing to New
    York.” 
    Id.
     He further explained that he had learned that the FBI seized the files when
    Mr. Ohaka was indicted and that he had been unable to get the files back from the FBI.
    B. Procedural Background
    1. Indictment
    On January 18, 2011, the Government filed a six-count indictment against Mr.
    Rufai and Mr. Adegboye. Count One charged them with conspiring to commit health
    care fraud in violation of 
    18 U.S.C. § 1349
    . Counts Two to Six charged them with health
    care fraud in violation of 
    18 U.S.C. § 1347
     and of aiding and abetting Mr. Ohaka in
    health care fraud in violation of 
    18 U.S.C. § 2
    . Each of the five counts related to a
    request for Medicare reimbursement filed by First Century for equipment provided to a
    different beneficiary. A superseding indictment was entered on June 22, 2011, enlarging
    the time frame for the conspiracy in Count One and the dollar amount in Count Two.
    2. Trial
    Trial began on August 8, 2011. At the close of the Government’s case, Mr.
    Adegboye moved under Rule 29 of the Federal Rules of Criminal Procedure for judgment
    of acquittal, arguing that the Government had not established mens rea—the knowing or
    willful participation of Mr. Adegboye.
    -19-
    Mr. Rufai also moved for judgment of acquittal pursuant to Rule 29. He joined
    Mr. Adegboye’s mens rea arguments on Count One. On Counts Two through Six, he
    argued that the Government failed to show that he executed any scheme. He then asked
    that the court dismiss the indictment insofar as it charged him in Counts Two to Six as a
    principal and that the case proceed to the jury only on the aiding and abetting theory for
    those counts.4
    The district court denied the motions, noting that it had to view the evidence in the
    light most favorable to the Government and that “[j]udgment of acquittal is proper only if
    the evidence and inferences therefrom are insufficient to permit a rational trier of fact to
    find the essential elements of the crime beyond a reasonable doubt.” Trial Tr. at 801.
    In his case-in-chief, Mr. Adegboye did not present evidence. Mr. Rufai, on the
    other hand, testified and called his cousin, Mr. Adebayo, as a witness.
    While deliberating, the jury sent the court two questions. The first question dealt
    with jury instruction 25, which stated that the jury could find a defendant guilty of Counts
    Two to Six if it found that defendant guilty of the conspiracy charge (Count One) and
    found beyond a reasonable doubt that another member of the conspiracy committed the
    offenses in Counts Two to Six. The jury asked if a defendant could be guilty of
    conspiracy (Count One) but not fraud (Counts Two to Six) and vice versa. The district
    court responded that the Government must prove conspiracy beyond a reasonable doubt
    4
    We note that Mr. Rufai did not argue for judgment of acquittal on the aiding and
    abetting theory of liability for Counts Two to Six.
    -20-
    and the jury must acquit a defendant of conspiracy if the Government had not done so. It
    also told the jury that it did not have to find a defendant guilty of Count One to find him
    guilty of Counts Two to Six. The jury had to consider whether the Government had met
    its burden with respect to each count.
    The jury subsequently asked the court about the legal responsibilities of those
    signing a business’s incorporation documents and Medicare applications. The court
    responded that the Defendants had not been charged “with crimes based solely on the
    execution of corporation formation documents or the Medicare application,” and that the
    jury was “to consider only the crimes charged in the Superseding Indictment.” Adegboye
    ROA, Vol. I at 60.
    On August 17, 2011, the jury acquitted Mr. Rufai and Mr. Adegboye on Count
    One but found them guilty on Counts Two to Six.
    3. Post-Trial Motions for Acquittal or for New Trial
    Mr. Rufai did not renew his motion for judgment of acquittal. Mr. Adegboye filed
    motions for judgment of acquittal under Rule 29 or for a new trial under Rule 33. As to
    the former, he argued that the only evidence of knowledge or intent was his failure to
    identify Mr. Ohaka’s role at First Century in the Medicare application and updates, which
    raises only a suspicion of guilt. As to the motion for a new trial, he argued that the jury’s
    guilty verdict on the health care fraud charges was inconsistent with its acquittal on the
    conspiracy charge and that the guilty verdict could have resulted only from a mistake of
    law.
    -21-
    On October 13, 2011, the district court denied both motions.
    4. Sentencing
    On January 25, 2012, the district court sentenced Mr. Rufai and Mr. Adegboye to
    12 months and 1 day in prison for each of Counts Two to Six, to be served concurrently.
    They also were sentenced to two years of supervised release and ordered to pay a $500
    special assessment and $299,624 in restitution. They are jointly and severally liable for
    the restitution.
    II. DISCUSSION
    On appeal, Mr. Rufai argues that the Government presented insufficient evidence
    to prove beyond a reasonable doubt that he committed health care fraud as a principal or
    as an aider and abettor. The Government does not contend that he is guilty as a principal,
    so we focus on whether there was sufficient evidence to convict him for aiding and
    abetting health care fraud.
    A. Standard of Review
    1. The Reasonable Jury Standard
    “We review . . . the sufficiency of the evidence to support a conviction or the
    denial of a defendant’s motion for judgment of acquittal de novo.” United States v.
    Apperson, 
    441 F.3d 1162
    , 1209 (10th Cir. 2006) (quotations omitted). We “tak[e] the
    evidence—both direct and circumstantial,” and reasonable inferences drawn from that
    evidence—“in the light most favorable to the government” and ask “only whether . . . a
    reasonable jury could find [the defendant] guilty beyond a reasonable doubt.” United
    -22-
    States v. Kaufman, 
    546 F.3d 1242
    , 1263 (10th Cir. 2008) (quotations omitted); see also
    United States v. Dobbs, 
    629 F.3d 1199
    , 1203 (10th Cir. 2011). “[W]e may not weigh
    evidence or consider credibility of witnesses.” United States v. Renteria, 
    720 F.3d 1245
    ,
    1253 (10th Cir. 2013); see also United States v. Cui Qin Zhang, 
    458 F.3d 1126
    , 1128
    (10th Cir. 2006). “[T]he evidence, together with the reasonable inferences to be drawn
    therefrom, must be substantial, but it need not conclusively exclude every other
    reasonable hypothesis and it need not negate all possibilities except guilt.” United States
    v. MacKay, 
    715 F.3d 807
    , 812 (10th Cir. 2013) (quotations omitted).
    Nevertheless, “[w]e will not uphold a conviction . . . that was obtained by nothing
    more than piling inference upon inference . . . or where the evidence raises no more than
    a mere suspicion of guilt.” United States v. Rahseparian, 
    231 F.3d 1257
    , 1262 (10th Cir.
    2000) (citations omitted) (quotations omitted). “[R]easonable inferences supported by
    other reasonable inferences . . . may warrant a conviction,” but “[a] jury will not be
    allowed to engage in a degree of speculation and conjecture that renders its finding a
    guess or mere possibility.” United States v. Michel, 
    446 F.3d 1122
    , 1127-28 (10th Cir.
    2006) (quotations omitted).
    2. The Reasonable Jury and Proof beyond a Reasonable Doubt
    The key parts of our sufficiency-of-the-evidence standard of review are (1)
    whether a reasonable jury could find guilt (2) beyond a reasonable doubt. The first sets a
    high bar for a defendant challenging a criminal conviction on appeal. The second
    recognizes the prosecution’s high burden to prove its case. Both are critical to our
    -23-
    review.
    An appellate court must consider the burden of proof in its sufficiency-of-the-
    evidence analysis. The test is not whether some evidence could have reasonably
    supported a guilty verdict, but whether a rational jury could have found each element of a
    crime beyond a reasonable doubt. See Jackson v. Virginia, 
    443 U.S. 307
    , 319 (1979).5
    The test is not whether a rational jury could decide that guilt was more likely than not,
    but beyond a reasonable doubt.6 The evidence “must be substantial, raising more than a
    mere suspicion of guilt.” United States v. Smith, 
    133 F.3d 737
    , 742 (10th Cir. 1997).
    As explained below, the issue here is not whether Mr. Rufai aided Mr. Ohaka’s
    fraud, but whether he knew he was doing so.7 The government’s case was weak, but not
    bereft of circumstantial evidence. We must reconcile the highly deferential “reasonable
    jury could find” appellate review standard with the “beyond a reasonable doubt”
    standard. Compounding our challenge is the substantial evidence that Mr. Ohaka
    committed Medicare fraud combined with the weak evidence of Mr. Rufai’s knowledge,
    5
    “[T]he critical inquiry on [appellate] review of the sufficiency of the evidence to
    support a criminal conviction is whether, after viewing the evidence in the light most
    favorable to the prosecution, any rational trier of fact could have found the essential
    elements of the crime beyond a reasonable doubt.” 
    443 U.S. at 318-19
    .
    6
    Charles Allen Wright said over 50 years ago that “federal courts do not seem
    ever to have distinguished between civil and criminal cases in considering appellate
    power to order a new trial.” Charles Alan Wright, The Doubtful Omniscience of
    Appellate Courts, 
    41 Minn. L. Rev. 751
    , 761 n.47 (1957). Whether or not that
    observation applies today, it is useful admonition.
    7
    Although “[t]he standard for finding that a defendant aided or abetted a crime is
    not a high one,” United States v. Burks, 
    678 F.3d 1190
    , 1198 (10th Cir. 2012), proof of
    knowledge often requires, as here, an inference from circumstantial evidence.
    -24-
    posing a risk of imputing knowledge to him from the strong evidence of wrongdoing by
    non-defendant Ohaka.
    3. Sufficiency of the Evidence and Plain Error Review
    Mr. Rufai failed to raise the mens rea argument as to the aiding and abetting
    theory of liability on the health care fraud charges in his Rule 29 motion, and he failed to
    renew the Rule 29 motion altogether after the close of evidence. When a defendant does
    “not raise [a] specific argument in his Rule 29 motion,” United States v. DeChristopher,
    
    695 F.3d 1082
    , 1091 (10th Cir. 2012), or fails to renew the motion after introducing
    evidence in his own defense, see United States v. Flanders, 
    491 F.3d 1197
    , 1208 (10th
    Cir. 2007), we review only for plain error.
    To establish plain error, [the appellant] must demonstrate the
    district court (1) committed error, (2) the error was plain, and
    (3) the plain error affected her substantial rights. If these
    factors are met, we may exercise discretion to correct the
    error if (4) it seriously affects the fairness, integrity, or public
    reputation of judicial proceedings.
    United States v. Story, 
    635 F.3d 1241
    , 1244 (10th Cir. 2011) (citations omitted).
    “[A] conviction in the absence of sufficient evidence of guilt,” however, almost
    always meets the first three factors of plain error review. Kaufman, 
    546 F.3d at 1263
    .
    Moreover, it is only in a rare case when the absence of sufficient evidence will not meet
    the fourth factor of plain error review. See United States v. Goode, 
    483 F.3d 676
    , 682
    (10th Cir. 2007). Thus, “review under the plain error standard in this case and a review
    of sufficiency of the evidence usually amount to largely the same exercise.” United
    -25-
    States v. Duran, 
    133 F.3d 1324
    , 1335 n.9 (10th Cir. 1998); see also Goode, 
    483 F.3d at
    681 n.1.
    B. Legal Background
    1. Health Care Fraud
    Title 18, section 1347 of the United States Code states that it is a crime to
    knowingly and willfully execute[], or attempt[] to execute, a
    scheme or artifice--
    (1) to defraud any health care benefit program; or
    (2) to obtain, by means of false or fraudulent pretenses,
    representations, or promises, any of the money or
    property owned by, or under the custody or control of,
    any health care benefit program,
    in connection with the delivery of or payment for health care
    benefits, items, or services.
    
    18 U.S.C. § 1347
    (a); see also United States v. Franklin-El, 
    555 F.3d 1115
    , 1122 (10th
    Cir. 2009). Thus, to establish health care fraud under § 1347, the Government must
    prove beyond a reasonable doubt that the defendant (1) “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,” United States v. Jones, 
    641 F.3d 706
    , 710 (6th Cir. 2011)
    (quotations omitted); (3) acted knowingly and willfully with the “intent to defraud,” 
    id.
    (quotations omitted); and (4) the scheme to defraud employed “false pretenses,
    representations, or promises,” Franklin-El, 
    555 F.3d at 1122
    . To establish that a
    defendant knowingly and willfully acted with intent to defraud, “the Government must
    -26-
    prove that the defendant acted with knowledge that his conduct was unlawful.” 
    Id.
    (quotations omitted).
    2. Aiding and Abetting Health Care Fraud
    The focus of this appeal is whether the evidence was sufficient to convict Mr.
    Rufai of aiding and abetting health care fraud. “Whoever . . . aids, abets, counsels,
    commands, induces or procures [the] commission [of an offense against the United
    States] is punishable as a principal.” 
    18 U.S.C. § 2
    . “[T]o aid and abet another to
    commit a crime it is necessary that a defendant ‘in some sort associate himself with the
    venture, that he participate in it as in something that he wishes to bring about, [and] that
    he seek by his action to make it succeed.’” Nye & Nissen v. United States, 
    336 U.S. 613
    ,
    619 (1949) (quoting United States v. Peoni, 
    100 F.2d 401
    , 402 (2nd Cir. 1938)).
    The Government must first “prove that someone committed the underlying
    substantive offense.” United States v. Self, 
    2 F.3d 1071
    , 1088 (10th Cir. 1993); see also
    United States v. Cooper, 
    375 F.3d 1041
    , 1049 (10th Cir. 2004). Second, the Government
    must prove that the defendant “(1) willfully associated with the charged criminal venture
    and (2) aided the venture through affirmative action.” United States v. Summers, 
    414 F.3d 1287
    , 1295 (10th Cir. 2005); see also United States v. Rosalez, 
    711 F.3d 1194
    , 1205
    (10th Cir. 2013); United States v. Bowen, 
    527 F.3d 1065
    , 1078 (10th Cir. 2008); United
    States v. Anderson, 
    189 F.3d 1201
    , 1207 (10th Cir. 1999).
    “Liability as an aider and abett[o]r is based . . . on the act of intentionally
    counseling, aiding, or assisting another in the commission of a crime.” Bowen, 527 F.3d
    -27-
    at 1077 n.10; see also Nye, 
    336 U.S. at 620
    . “One need not participate in an important
    aspect of a crime to be liable as an aider and abett[o]r; participation of relatively slight
    moment is sufficient. Even mere words or gestures of encouragement constitute
    affirmative acts capable of rendering one liable under this theory.” Bowen, 
    527 F.3d at 1078
     (citations omitted) (quotations omitted). There is no need for “actual
    communication between an aider and abettor and the principal” or for “the aider and
    abettor [to] know by whom the crime is actually perpetrated.” White v. United States,
    
    366 F.2d 474
    , 476 (10th Cir. 1966).
    Nevertheless, the Government must make “some showing of intent to further the
    criminal venture.” United States v. Delgado-Uribe, 
    363 F.3d 1077
    , 1084 (10th Cir.
    2004). “[A] defendant may not stumble into aiding and abetting liability by inadvertently
    helping another in a criminal scheme unknown to the defendant.” United States v. Jones,
    
    44 F.3d 860
    , 869 (10th Cir. 1995) (quotations omitted). Even “presence at the scene of
    the crime” or “knowledge that [a] crime is being committed” is insufficient. 
    Id.
     “[T]o be
    convicted of aiding and abetting, a defendant must share in the intent to commit the
    underlying offense.” United States v. Willis, 
    476 F.3d 1121
    , 1125 (10th Cir. 2007)
    (quotations omitted). “[W]e have repeatedly held that circumstantial evidence may
    support a jury’s reasonable inference of guilty knowledge by the defendant.”
    Rahseparian, 
    231 F.3d at 1262
    .
    -28-
    C. Sufficiency of the Evidence against Mr. Rufai
    Mr. Rufai does not challenge the Government’s contentions that Mr. Ohaka
    committed health care fraud through First Century, that he was associated with First
    Century, or that his acts contributed to the health care fraud. He challenges only whether
    the Government presented sufficient evidence for a rational jury to conclude beyond a
    reasonable doubt that he knowingly and willfully aided the fraudulent scheme.
    1. Assistance in Committing the Fraud at First Century—Actus Reus of Aiding and
    Abetting
    Although Mr. Rufai does not challenge that fraud occurred at First Century or that
    his actions aided the fraud, we briefly review the evidence of his and Mr. Adegboye’s
    actions to provide foundation for our discussion of whether the Government proved his
    knowledge of and intent to aid the fraud.
    By the time Messrs. Ohaka, Rufai, and Adegboye agreed to form First Century in
    September 2007, Medicare had begun suspending Mr. Ohaka’s right to bill Medicare at
    his other businesses. Such suspensions normally trigger review of related businesses that
    bill Medicare. Mr. Ohaka had already set up straw owner schemes at Vitacare and Luant
    when he approached Messrs. Rufai and Adegboye to set up First Century.8
    Messrs. Adegboye and Rufai provided the legal front for the business. Mr. Rufai
    incorporated First Century, listing only himself as an incorporator and only himself and
    8
    There is no direct evidence in the record that Messrs. Rufai and Adegboye knew
    of the other straw owner schemes or of the suspensions of Mr. Ohaka’s other businesses.
    -29-
    Mr. Adegboye as directors on the incorporation forms. Mr. Adegboye applied for a
    Medicare billing number and for authorization to bill Medicare, listing only himself as
    owner and managing employee. Mr. Adegboye and Mr. Rufai also opened bank accounts
    in October 2007 and May 2008 for First Century and indicated that Mr. Adegboye was
    president and that Mr. Rufai was vice-president of the company. They were the only
    people with authority to transfer or withdraw money from the accounts.
    Between Medicare approval in May 2008 and early September 2008, the record
    does not indicate that Mr. Adegboye or Mr. Rufai visited First Century or even that an
    employee was working there. During that time, Mr. Ohaka submitted fraudulent
    Medicare claims using First Century’s billing number, including the claims charged in
    this case. The First Century bank accounts received the Medicare reimbursements for the
    fraudulent claims Mr. Ohaka submitted. From New York, Mr. Adegboye used this
    money to pay for the rent, employee salaries, and other expenses for Mr. Ohaka’s
    companies, including First Century.
    In short, the Government proved that Mr. Rufai and Mr. Adegboye “aided the
    [criminal] venture through affirmative action,” Summers, 
    414 F.3d at 1295
    , the actus reus
    element of aiding and abetting. We now turn to the mens rea element, whether they
    “willfully associated with the charged criminal venture.” Id.
    2. Knowingly and Willfully Aiding the Fraud—Mens Rea of Aiding and Abetting
    Short of incriminating statements from a defendant, proof of knowledge and intent
    must be based on drawing inferences from the defendant’s actions, the testimony and
    -30-
    actions of others, and documentary evidence. That is what the Government attempted to
    do in this case. Largely through testimony from First Century employees, Medicare
    investigators, and documents, the Government tried to present Mr. Rufai’s and Mr.
    Adegboye’s activities on behalf of First Century against the backdrop of Mr. Ohaka’s and
    First Century’s fraudulent Medicare billing. The Government urged the jury to infer the
    Defendants’ knowledge and intent to defraud Medicare from the totality of the evidence.
    Mr. Rufai concedes that Mr. Ohaka executed a fraudulent Medicare billing scheme
    at First Century, and he does not dispute that his actions contributed to health care fraud.
    He argues there was insufficient evidence to establish beyond a reasonable doubt that he
    knowingly involved himself in the scheme to defraud Medicare.
    We already have reviewed the evidence of the fraud at First Century and of Mr.
    Adegboye’s and Mr. Rufai’s actions that assisted the fraudulent scheme. We therefore
    turn to the evidence of Mr. Rufai’s knowledge of the Medicare fraud at First Century and
    his intent to participate in it. There is no direct evidence of Mr. Rufai’s knowledge of the
    fraudulent scheme or of his intent to participate, but a jury may make reasonable
    inferences of knowledge and intent from circumstantial evidence. See Rahseparian, 
    231 F.3d at 1262
    . Nevertheless, “inferences may become so attenuated from underlying
    evidence as to cast doubt on the trier of fact’s ultimate conclusion.” Michel, 
    446 F.3d at 1128
     (quotations omitted). In such a case, a guilty verdict indicates that the jury has
    impermissibly “engage[d] in a degree of speculation and conjecture that renders its
    finding a guess or mere possibility.” Jones, 
    44 F.3d at 865
     (quotations omitted).
    -31-
    a. Relationships
    Mr. Rufai had a longer history with Mr. Ohaka than Mr. Adegboye. Mr. Rufai
    introduced Mr. Adegboye to Mr. Ohaka. He had other business dealings with Mr. Ohaka
    and spent time at Mr. Ohaka’s home. One example of their multiple business
    relationships was evidence that when Mr. Ohaka’s company, Med-Links, acted as
    guarantor for First Century’s rent, Mr. Rufai acted as the authorized official for Med-
    Links by signing the guaranty on its behalf. The Government argues that, based on their
    business dealings and the time that Mr. Rufai and Mr. Ohaka spent together, a reasonable
    jury could have inferred that Mr. Rufai had knowledge of the health care fraud scheme.
    The Government attempts to push the evidence too far.
    In the conspiracy context, we “have warned that courts must be careful to guard
    against guilt by association.” United States v. Fleming, 
    667 F.3d 1098
    , 1105 (10th Cir.
    2011) (quotations omitted). Similarly, in the aiding and abetting context, we have held
    that “[t]he government must prove . . . more than mere presence at the scene of the crime
    even if coupled with knowledge that the crime is being committed.” Jones, 
    44 F.3d at 869
    . The Government has failed to demonstrate that Mr. Rufai was exposed to any
    criminal activity during his interactions with Mr. Ohaka, much less that he knew illegal
    activity was taking place at First Century. Although his association with someone who is
    unquestionably guilty might suggest that Mr. Rufai knew of the fraudulent scheme, that
    evidence alone would not be sufficient. See United States v. Austin, 
    786 F.2d 986
    , 988
    (10th Cir. 1986) (“evidence that only places the defendant in a climate of activity that
    -32-
    reeks of something foul” is insufficient to demonstrate criminal knowledge (quotations
    omitted)).
    b. Straw owner scheme
    Mr. Rufai assisted in setting up the straw owner scheme. He filled out the articles
    of incorporation and insurance paperwork, opened bank accounts, and assisted in leasing
    First Century’s storefront. At no point did he indicate in these documents that Mr. Ohaka
    had a role in running First Century.
    Mr. Rufai’s actions in setting up the straw owner operation were consistent with
    setting up a legitimate business without mentioning a partner who wishes to remain
    anonymous and silent. The Government presented no evidence that Mr. Rufai interacted
    with Medicare, such as Mr. Adegboye’s preparation of the Medicare application. The
    straw owner evidence does not show that Mr. Rufai knew that Mr. Ohaka was planning to
    or did submit false bills for Medicare reimbursement. The Government conceded at oral
    argument that Mr. Rufai’s last trip to Oklahoma for which there is evidence in the record
    was in November 2007. He was never on site when First Century was billing Medicare.
    c. Ms. Pratcher’s testimony
    The Government relies on Ms. Pratcher’s testimony that she expressed suspicion
    about Mr. Ohaka to Mr. Rufai several months before First Century was approved to bill
    Medicare. It argues that this testimony shows that Mr. Rufai was on notice about the
    fraudulent billing scheme. But this stretches Ms. Pratcher’s testimony too far. When Ms.
    Pratcher was at Vitacare and at First Century, she received calls from Vitacare customers
    -33-
    saying they had not received their equipment. She told Mr. Rufai about the calls, and he
    said he would speak with Mr. Ohaka about it and instructed her to apologize to the
    customers. The Government contends that this supports an inference that Mr. Rufai
    knew of a scheme that involved Medicare fraud. Although the evidence showed that Mr.
    Rufai knew that First Century’s billing was dependent on Medicare,9 Ms. Pratcher’s
    testimony shows only that he knew Mr. Ohaka’s Vitacare customers were complaining
    about not receiving their orders.
    For Ms. Pratcher’s statements about Vitacare customer complaints to have put Mr.
    Rufai on notice of Medicare fraud at First Century would require the following. He
    would have had to conclude that the Vitacare customers’ equipment was not just delayed
    but was not being delivered at all; that failure to deliver the equipment was deliberate
    rather than inadvertent or a result of incompetence; that Medicare had been billed for the
    equipment; and that the customer calls were not isolated incidents. He would then need
    to have concluded that the same occurrences would happen at First Century. Factfinder
    inferences that Mr. Rufai knew (1) that Medicare fraud was occurring at Vitacare and (2)
    that it would occur later at First Century are attenuated, speculative, and pile inference
    upon inference.
    Ms. Pratcher’s testimony that she told Mr. Rufai about her concerns that Mr.
    9
    Mr. Rufai was calling nearly every day to see if Medicare had called about First
    Century’s application, and he and Mr. Adegboye did not bother to maintain a bank
    account for billings until First Century was approved by Medicare.
    -34-
    Ohaka had asked her to put her name on some tax forms similarly fails to support an
    inference that Mr. Rufai knew of Medicare fraud. The conversation may have put Mr.
    Rufai on notice of tax misconduct, but that is not a link to knowledge of health care
    fraud.
    The Government also pointed to inventory issues to argue that Mr. Rufai was on
    notice of the fraud. To pass the initial Medicare inspection, site inspectors have to find
    adequate inventory in the store. Ms. Pratcher testified that she called and spoke with Mr.
    Rufai about the lack of inventory and that he told her to speak with Mr. Ohaka. Ms.
    Pratcher’s grandfather had recently moved to Georgia, and Mr. Ohaka had asked her to
    put her grandfather’s used wheelchair and toilet in the store.
    The problem with the Government’s inventory theory is that the evidence did not
    show that Ms. Pratcher told Mr. Rufai about the used inventory. Moreover, even if Mr.
    Rufai had known about the used inventory, and thus about Mr. Ohaka’s willingness to
    deceive Medicare to get Medicare billing approval, a jury would still need to infer that
    Mr. Rufai knew that Mr. Ohaka would begin submitting false Medicare claims several
    months later.
    Ms. Pratcher’s testimony about her conversations with Mr. Rufai may have been
    enough to suggest to him that something was amiss with Mr. Ohaka and First Century,
    but they predated and did not forecast fraudulent billing. Her testimony does not support
    the string of inferences the Government urges in this case.
    -35-
    d. Totality of the circumstances
    “[S]ufficiency of the evidence determinations are made by assessing the totality
    of the circumstances in the individual case.” Torres v. Mullin, 
    317 F.3d 1145
    , 1164 (10th
    Cir. 2003). Reliance on evidence of Mr. Rufai’s relationship with Mr. Ohaka runs the
    risk of impermissible guilt by association. The straw owner and notice arguments pile
    inference upon inference to the point that “the evidence raises no more than a mere
    suspicion of guilt.” Rahseparian, 
    231 F.3d at 1262
     (quotations omitted). The evidence
    here cannot sustain beyond a reasonable doubt the conclusion that Mr. Rufai had
    knowledge of the health care fraud scheme and therefore intended to participate in it.
    The Supreme Court has recognized “the imperative duty of a court to see that all
    the elements of [a defendant’s] crime are proved, or at least that testimony is offered
    which justifies a jury in finding those elements.” Clyatt v. United States, 
    197 U.S. 207
    ,
    222 (1905); see also United States v. Delgado, 
    672 F.3d 320
    , 351 (5th Cir. 2012), cert.
    denied, 
    133 S. Ct. 525
     (2012). Mr. Rufai argues that the district court’s failure to
    recognize the insufficient evidence of health care fraud at First Century was plain error.
    As discussed above, “a conviction in the absence of sufficient evidence” almost always
    satisfies the first three factors of plain error review. Kaufman, 
    546 F.3d at 1263
    .
    Moreover, although the standard for the fourth factor is “formidable,” United States v.
    Trujillo-Terrazas, 
    405 F.3d 814
    , 820 (10th Cir. 2005), it is only in the rare case that
    insufficient evidence for a conviction will not meet that requirement, see Goode, 
    483 F.3d at 682
    .
    -36-
    This case is not one of those rare cases like Goode. Mr. Goode was charged with
    being a felon in possession of a firearm, 
    id. at 678
    , which requires proof of “possess[ing]
    in or affecting commerce[] any firearm,” 18 U.S.C. 922(g)(9). The weapon was
    discovered in Mr. Goode’s possession in New Mexico. Goode, 
    483 F.3d at 678
    . It had
    been made in Spain. 
    Id.
     The district court instructed the jury that the government had to
    prove that the firearm had moved from one state to another. 
    Id. at 679
    . On appeal, Mr.
    Goode argued that the district court had narrowed the “in or affecting commerce”
    requirement to movement from one state to another and that there was no evidence of
    such movement—the weapon could have crossed the international border into New
    Mexico and never traveled from another state. 
    Id. at 680
    ; see United States v. Williams,
    
    376 F.3d 1048
    , 1051 (10th Cir. 2004) (“The law of the case is applied to hold the
    government to the burden of proving each element of a crime as set out in a jury
    instruction to which it failed to object, even if the unchallenged jury instruction goes
    beyond the criminal statute’s requirements.”).
    We held that, had the objection been properly made at trial, the district court could
    have altered the jury instruction to include traveling in foreign commerce. Goode, 
    483 F.3d at 682
    . Because the weapon had come from Spain, “it [was] a certainty that the
    firearm had traveled in foreign commerce,” which would meet the statutory requirement
    “that Mr. Goode’s possession was ‘in or affecting commerce,’ as charged in the
    indictment.” 
    Id.
     There was, therefore, “no basis for concluding that the error seriously
    affected the fairness, integrity or public reputation of judicial proceedings.” 
    Id.
    -37-
    Unlike in Goode, the evidence in this case was insufficient to demonstrate beyond
    a reasonable doubt one of the essential elements of the crime with which Mr. Rufai was
    charged. Thus, under “the facts of [this] particular case,” Mr. Rufai’s conviction in the
    absence of sufficient evidence is “particularly egregious” and the “failure to notice the
    error would result in a miscarriage of justice.” United States v. Gonzalez-Huerta, 
    403 F.3d 727
    , 736 (10th Cir. 2005) (quotations omitted).
    We therefore conclude that Mr. Rufai’s convictions in the absence of sufficient
    evidence was plain error, and we reverse.
    e. Jury confusion
    Because we reverse based on insufficiency of the evidence, we need not reach Mr.
    Rufai’s argument that the jury could only have found him guilty because it was confused
    by the jury instructions as to conspiracy and fraud.
    III. CONCLUSION
    For the foregoing reasons, we reverse Mr. Rufai’s convictions for health care
    fraud.
    -38-