Energy West Mining Co. v. Estate of Blackburn , 857 F.3d 817 ( 2017 )


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  •                                                                   FILED
    United States Court of Appeals
    Tenth Circuit
    PUBLISH
    May 23, 2017
    UNITED STATES COURT OF APPEALS
    Elisabeth A. Shumaker
    FOR THE TENTH CIRCUIT                     Clerk of Court
    ____________________________________
    ENERGY WEST MINING
    COMPANY,
    Petitioner,
    v.                                                    No. 16-9533
    THE ESTATE OF MORRIS E.
    BLACKBURN; PHYLLIS E.
    BLACKBURN; DIRECTOR, OFFICE
    OF WORKERS’ COMPENSATION
    PROGRAMS, UNITED STATES
    DEPARTMENT OF LABOR,
    Respondents.
    _________________________________
    Petition for Review from an Order
    of the Benefits Review Board
    (BRB No. 2015-0290-BLA)
    _________________________________
    William S. Mattingly, Jackson Kelly PLLC, Lexington, Kentucky, for
    Petitioner.
    Evan B. Smith, Appalachian Citizens’ Law Center, Whitesburg, Kentucky,
    for the Estate of Morris E. Blackburn, and Phyllis E. Blackburn,
    Respondents.
    _________________________________
    Before KELLY, EBEL, and BACHARACH, Circuit Judges.
    _________________________________
    BACHARACH, Circuit Judge.
    _________________________________
    Mr. Morris Blackburn worked as a coal miner for roughly twenty
    years, continually exposing himself to dust in an Energy West coal mine.
    He also smoked cigarettes and eventually developed a respiratory disease.
    Based on this disease, Mr. Blackburn claimed benefits under the Black
    Lung Benefits Act. 1 In response, Energy West contended that Mr.
    Blackburn had caused his disease by smoking cigarettes. The United States
    Department of Labor’s Benefits Review Board affirmed an award of
    compensation, and Energy West petitions for review. We deny the petition,
    concluding that the Board did not err in affirming the award.
    I.   After a remand, an administrative law judge held that Energy
    West had failed to rebut the statutory presumption of an
    entitlement to benefits.
    This case began with Mr. Blackburn’s filing of a claim for statutory
    benefits under the Black Lung Benefits Act, 30 U.S.C. §§ 901-945.
    Statutory benefits are available to disabled coal miners who suffer from
    various lung disorders as a result of their employment. In this case, the
    parties agree that Mr. Blackburn was disabled from chronic obstructive
    pulmonary disease, a type of lung disease, which in his case was
    1
    Mr. Blackburn died while this appeal was pending. But if his claim is
    valid, his surviving spouse would be entitled to benefits. See 30 U.S.C.
    § 932(l). After Mr. Blackburn died, we allowed the addition of Mr.
    Blackburn’s widow as a respondent.
    2
    characterized by emphysema. 2 The dispute is whether the disease was
    caused by Mr. Blackburn’s work in a coal mine. One physician (Doctor
    David James) answered “yes”; two other physicians (Doctors Robert
    Farney and Peter Tuteur) answered “no.”
    In 2012, Administrative Law Judge Richard Malamphy denied
    benefits. Judge Malamphy first found that Mr. Blackburn qualified for a
    statutory presumption of an entitlement to benefits. But Judge Malamphy
    determined that Energy West had rebutted the presumption by showing that
    Mr. Blackburn’s lung disease had not arisen from his employment in a coal
    mine.
    Mr. Blackburn appealed to the Benefits Review Board, which vacated
    Judge Malamphy’s decision. In the Board’s view, Judge Malamphy had
    simply summarized the evidence without explaining why he believed
    Doctors Farney and Tuteur rather than Doctor James. The Board remanded
    for Judge Malamphy to weigh the conflicting medical reports and provide a
    reasoned decision.
    On remand, the case was reassigned to a different administrative law
    judge (Judge Paul Johnson, Jr.). 3 Judge Johnson disagreed with Judge
    2
    “COPD is a respiratory impairment characterized by chronic
    bronchitis or emphysema and airflow obstruction.” Anderson v. Dir., Office
    of Workers’ Comp. Programs, 
    455 F.3d 1102
    , 1104 n.3 (10th Cir. 2006).
    3
    Judge Malamphy had retired by the time of the reassignment.
    3
    Malamphy’s original decision, concluding that Energy West had not
    rebutted the statutory presumption. For this conclusion, Judge Johnson
    reasoned that Doctors Farney and Tuteur were not credible. On appeal, the
    Board affirmed.
    Energy West petitions for review, arguing that the Board erred when
    reviewing the decisions of both administrative law judges. For the first
    decision, Energy West contends that Judge Malamphy provided an
    adequate explanation. For the second decision, Energy West maintains that
    Judge Johnson erroneously ruled beyond the scope of the remand, rendered
    a decision unsupported by substantial evidence, drew his own medical
    conclusions, treated the regulatory “preamble” as if it had the force of law,
    failed to review the medical opinions in an even-handed way, and applied
    the wrong legal standard.
    We deny Energy West’s petition. We agree with the Board that
         Judge Malamphy did not adequately explain his decision and
         Judge Johnson rendered a decision that was within the scope of
    the remand, was supported by substantial evidence, and did not
    improperly draw medical conclusions.
    We also conclude that Judge Johnson did not treat the preamble as if it had
    the force of law and did not improperly review the medical opinions. We
    need not decide whether Judge Johnson applied the wrong legal standard
    because any error would have been harmless.
    4
    II.   Federal law creates a rebuttable presumption that disabled
    miners with at least 15 years of employment are entitled to
    benefits.
    Congress enacted the Black Lung Benefits Act to compensate coal
    miners who become disabled from certain lung diseases (known
    collectively as “pneumoconiosis”) that arose out of employment in a coal
    mine. 30 U.S.C. § 901. To be entitled to benefits, a claimant must establish
    four elements:
    1.    Disease (the miner suffers from pneumoconiosis),
    2.    Disease causation (the pneumoconiosis arose out of coal-mine
    employment),
    3.    Disability (the miner is totally disabled because of a
    respiratory or pulmonary impairment), and
    4.    Disability causation (the pneumoconiosis is a substantially
    contributing cause of the miner’s total disability).
    Antelope Coal Co./Rio Tinto Energy Am. v. Goodin, 
    743 F.3d 1331
    , 1335
    (10th Cir. 2014). 4
    There are two definitions of pneumoconiosis—“clinical” and “legal.”
    20 C.F.R. § 718.201(a). This case involves legal pneumoconiosis, not
    clinical pneumoconiosis. For legal pneumoconiosis, a miner must suffer
    from “any chronic lung disease or impairment and its sequelae” that
    4
    Our opinions have often combined the third and fourth elements into
    a single third element. See, e.g., Blue Mountain Energy v. Dir., Office of
    Workers’ Comp. Programs, 
    805 F.3d 1254
    , 1256 (10th Cir. 2015)
    (providing a three-element test).
    5
    “ar[ose] out of coal mine employment.” 
    Id. § 718.201(a)(2);
    see Anderson
    v. Dir., Office of Workers’ Comp. Programs, 
    455 F.3d 1102
    , 1104 (10th
    Cir. 2006). Thus, for legal pneumoconiosis, claimants must satisfy both the
    Disease and Disease causation elements. See 20 C.F.R. § 718.201(a)(2);
    
    Anderson, 455 F.3d at 1105-07
    . In other words, the miner must suffer from
    a chronic lung disease or impairment arising out of coal-mine employment.
    Ordinarily, claimants must prove each of the four elements. 
    Goodin, 743 F.3d at 1335
    . But Mr. Blackburn had worked in a coal mine for at least
    15 years. Thus, the Act softens his burden: The “15-year presumption”
    provides that if Mr. Blackburn had established the Disability element, he
    would have been entitled to a rebuttable presumption that the remaining
    three elements (Disease, Disease causation, and Disability causation) were
    also established. 5 See 30 U.S.C. § 921(c)(4); 20 C.F.R. § 718.305(b)-(c). 6
    5
    Mr. Blackburn also cannot “establish entitlement under [20
    C.F.R.] § 718.304 by means of chest x-ray evidence.” 20 C.F.R. §
    718.305(b)(1)(ii) (requirement for the 15-year presumption).
    6
    This presumption originally expired in 1982. See 30 U.S.C. §
    921(c)(4) (2006) (“The provisions of this paragraph shall not apply with
    respect to claims filed on or after the effective date of the Black Lung
    Benefits Amendments of 1981.”); Black Lung Benefits Amendments of
    1981, Pub. L. No. 97-119, tit. II, § 206, 95 Stat. 1635, 1645. In 2010,
    Congress reinstated the presumption for claims filed after January 1, 2005,
    that were pending on or after March 23, 2010. Patient Protection and
    Affordable Care Act, Pub. L. No. 111-148, tit. I, § 1556, 124 Stat. 119,
    260 (2010).
    6
    The burden would then shift to Energy West to disprove one of these three
    elements. See 30 U.S.C. § 921(c)(4); 20 C.F.R. § 718.305(d)(1).
    The parties agree that Mr. Blackburn satisfied his threshold burden,
    triggering the presumption of Disease, Disease causation, and Disability
    causation. Energy West tried to rebut the presumption by showing that Mr.
    Blackburn never had legal pneumoconiosis because his lung disease had
    not arisen out of his employment in a coal mine (Disease causation). See
    20 C.F.R. § 718.305(d)(1)(i)(A) (indicating that the presumption may be
    rebutted by establishing that the miner never had legal pneumoconiosis).
    The Benefits Review Board affirmed Judge Johnson’s conclusion that
    Energy West had not rebutted the presumption. On appeal, we consider the
    correctness of the Board’s decision.
    7
    III.   Standard of Review
    For questions of fact, we formally review the Board’s two decisions,
    but focus on the decisions by the two administrative law judges. See
    Antelope Coal Co./Rio Tinto Energy Am. v. Goodin, 
    743 F.3d 1331
    , 1341
    n.13 (10th Cir. 2014). For questions of law, we engage in de novo review
    of the Board’s decisions. 
    Id. at 1341.
    IV.    Judge Malamphy did not adequately explain his decision.
    Energy West contends that the Board improperly concluded that
    Judge Malamphy had not provided an adequate explanation for his denial
    of benefits. This contention triggers de novo review. Gunderson v. U.S.
    Dep’t of Labor, 
    601 F.3d 1013
    , 1021 (10th Cir. 2010). In conducting de
    novo review, we agree with the Board that Judge Malamphy failed to
    adequately explain the reasons for his conclusion. 7
    An agency’s adjudicative decision must be “‘accompanied by a clear
    and satisfactory explication of the basis on which it rests.’” 
    Id. at 1022
    (quoting Barren Creek Coal Co. v. Witmer, 
    111 F.3d 352
    , 356 (3d Cir.
    1997)). This duty of explanation does not mandate “‘verbosity or
    pedantry,’” but requires only that the administrative law judge provide an
    7
    In 2016, when this case reached the Board for a second time, the
    Board declined to disturb its earlier disposition. Blackburn v. Energy W.
    Mining Co., BRB No. 15-0290 BLA, slip. op. at 4, 
    2016 WL 8260661
    , at
    *2 (Ben. Rev. Bd. Apr. 26, 2016) (per curiam) (unpublished) (“Second
    Board Decision”).
    8
    explanation that allows us to discern the decision and the reasons for it. 
    Id. (quoting Piney
    Mountain Coal Co. v. Mays, 
    176 F.3d 753
    , 762 n.10 (4th
    Cir. 1999)).
    In cases involving conflicting medical or scientific evidence, an
    administrative law judge must “‘articulate a reason and provide support’”
    to favor one opinion over another. 
    Id. (quoting Stalcup
    v. Peabody Coal
    Co., 
    477 F.3d 482
    , 484 (7th Cir. 2007)). This requires more than a
    “‘cursory statement’” that one expert’s opinion is more persuasive than
    another’s. 
    Id. at 1023
    (quoting Barren 
    Creek, 111 F.3d at 354
    ). 8 Instead, an
    administrative law judge must use his or her expertise to evaluate the
    expert opinions. See 
    id. at 1022-23.
    Judge Malamphy’s decision failed to provide an adequate
    explanation. The relevant portion of his written opinion consisted almost
    entirely of summaries of the medical evidence and block quotations from
    the physicians’ reports. See Petitioner’s Opening Br., Attachment A at 6-
    8
    In Energy West’s view, Gunderson stands only for the proposition
    that “[t]he mere fact equally qualified experts gave conflicting testimony
    does not authorize an [administrative law judge] to avoid the scientific
    controversy by declaring a tie.” Petitioner’s Opening Br. at 18 (citing
    
    Gunderson, 601 F.3d at 1024
    ). Energy West attempts to distinguish
    Gunderson from the present case because Judge Malamphy did not declare
    a tie. Notwithstanding this difference, Gunderson shows that an
    administrative law judge, in resolving a scientific or medical controversy,
    must explain why one expert’s opinion is more persuasive than another’s.
    9
    15. Following the summaries and block quotations, Judge Malamphy stated
    that Energy West had successfully rebutted the 15-year presumption:
    Drs. James, Farney, and Tuteur have given detailed
    reasoning for their opinions. Each party has relied on published
    treatises for their positions. [Mr. Blackburn’s] history of
    smoking is clearly more extensive than he acknowledged at the
    hearing.
    I find [Energy West] has rebutted the 15-year
    presumption by showing that [Mr. Blackburn] does not have
    pneumoconiosis. All of [Mr. Blackburn’s] X-ray readings and
    his CT-scan readings were negative for pneumoconiosis.
    Further, the medical opinion evidence does not support a
    finding of legal pneumoconiosis.
    Therefore, I find that evidence does not support a finding
    that [Mr. Blackburn] has pneumoconiosis.
    
    Id. at 15.
    This explanation references the medical-opinion evidence, Mr.
    Blackburn’s smoking history, and his negative x-rays and CT-scans.
    Energy West makes two arguments for why Judge Malamphy’s
    explanation was sufficient, pointing to (1) his selection of quotations and
    (2) his observation that the x-rays and CT-scans were negative for
    pneumoconiosis. These references do not substitute for an articulation of
    why Judge Malamphy chose to believe Doctor Farney and Doctor Tuteur
    over Doctor James.
    For the first argument, Energy West does not suggest that Judge
    Malamphy expressly articulated his reasons for crediting the opinions of
    Doctors Farney and Tuteur. Instead, Energy West contends that Judge
    Malamphy’s rationale is discernible “when one reads between the lines of
    10
    the decision” or analyzes the decision as a whole. See Petitioner’s Reply
    Br. at 7.
    This argument fails as a matter of law. Like the Board, we are unable
    to discern Judge Malamphy’s reasoning. Perhaps some readers may believe
    that they can glean Judge Malamphy’s reasoning from his selection of
    quotations. But these readers would ultimately only be guessing at Judge
    Malamphy’s reasoning. This kind of guesswork should be unnecessary
    because administrative law judges must articulate why they credit one
    medical expert over another. 
    Gunderson, 601 F.3d at 1022
    . As a result, we
    decline to look between the lines and into the mind of Judge Malamphy,
    hoping to find a rationale where none has been articulated. 9
    Second, Energy West points to Judge Malamphy’s explanation that
    “none of the chest x-rays or CT-scans reflect the existence of clinical
    [pneumoconiosis, also known as] medical pneumoconiosis.” Petitioner’s
    Opening Br. at 23. But the x-rays and CT-scans provide little help because
    Mr. Blackburn relies on legal pneumoconiosis rather than on clinical
    pneumoconiosis.
    9
    The respondents contend that Judge Malamphy’s “long-form quotes”
    constitute only his “summary of the facts, not his analysis of causation.”
    Respondents’ Resp. Br. at 28. We need not consider this contention, for we
    reject Energy West’s argument on other grounds.
    11
    At oral argument, Energy West shifted its theory, pointing to the
    negative CT-scans to explain Judge Malamphy’s finding that Mr.
    Blackburn did not have legal pneumoconiosis:
    The CT-scan demonstrated Dr. Farney[’s] [conclusion], as he
    explained, there was emphysema, he attributed the emphysema
    to cigarette smoking. So it supports his conclusion that legal
    pneumoconiosis was not present.
    Oral Argument at 11:34-45. This argument is waived and unpersuasive.
    The argument is waived because it was raised for the first time at oral
    argument. See United States v. Burns, 
    775 F.3d 1221
    , 1223 n.2 (10th Cir.
    2014). The argument is also unpersuasive. As quoted above, Energy West
    points out that the CT-scans showed emphysema and Dr. Farney attributed
    the emphysema to smoking rather than exposure to coal-mine dust. But
    everyone agrees that Mr. Blackburn had emphysema; Judge Malamphy did
    not say that the CT-scans had supported Dr. Farney’s conclusion about the
    cause of the emphysema. As a result, we can only speculate about why
    Judge Malamphy might have regarded the CT-scans as relevant to his
    conclusion on legal pneumoconiosis.
    * * *
    Judge Malamphy did not articulate why he believed that Energy West
    had rebutted the presumption of legal pneumoconiosis. Thus, the Board
    correctly vacated Judge Malamphy’s decision.
    12
    V.   The Board properly affirmed Judge Johnson’s decision.
    On remand, Judge Johnson decided to award benefits to Mr.
    Blackburn. Petitioner’s Opening Br., Attachment C at 18. In reaching this
    decision, Judge Johnson considered all of the medical opinions, including
    those of Doctors Farney and Tuteur, who had attributed Mr. Blackburn’s
    lung disease to smoking. Judge Johnson decided that the opinions of
    Doctor Farney and Doctor Tuteur were not credible. As a result, Judge
    Johnson concluded that Energy West had failed to rebut the presumption of
    an entitlement to benefits. The Board upheld that decision.
    On appeal, Energy West presents six challenges to Judge Johnson’s
    decision, arguing that Judge Johnson
    1.    ruled beyond the scope of the remand,
    2.    rendered a decision unsupported by substantial evidence,
    3.    improperly drew his own medical conclusions,
    4.    improperly relied on the “preamble” to the applicable
    regulations,
    5.    failed to compare the medical opinions in an even-handed way,
    and
    6.    applied the wrong legal standard.
    A.    Judge Johnson did not rule beyond the scope of the remand.
    Energy West contends that Judge Johnson’s ruling went beyond the
    scope of the remand. We disagree.
    13
    After Judge Malamphy initially denied benefits, the Board vacated
    the decision and remanded for the administrative law judge to provide an
    adequate explanation. According to Energy West, the remand instructions
    required Judge Johnson to provide an adequate explanation in Energy
    West’s favor. 10 For this proposition, Energy West relies on the following
    statement from the Board’s first decision:
    10
    Energy West appears to reframe its argument between the filing of its
    opening and reply briefs.
    In its opening brief, Energy West contended:
    The suggestion the case was remanded for an
    Administrative Law Judge to determine the weight to accord of
    these [medical] opinions and because the [administrative law
    judge] had discretion on remand to reconsider credibility
    findings, the prior determinations were not binding on rebuttal,
    is untenable. This is not what the 2013 Board found. The
    arguments claimants made to [Judge] Johnson had been made to
    the 2013 Board and it ruled there was no merit in the
    contention that the opinions of Drs. Farney and Tuteur were
    insufficient to support a finding of rebuttal of the presumption
    of total disability due to pneumoconiosis. Yet, those same
    arguments are now credited when [Judge] Johnson finds merit
    in the arguments that the opinions of Drs. Farney and Tuteur
    are insufficient to support a finding of rebuttal. The law-of-the
    case doctrine would not allow for such a bipolar interpretation
    of the same facts. The Board’s 2013 finding should have been
    applied.
    Petitioner’s Opening Br. at 26-27 (citations omitted).
    Though this segment appears to challenge the administrative law
    judge’s discretion to arrive at a different result on remand, Energy West
    states in its reply brief that it “does not suggest” that the Board, when
    reviewing Judge Malamphy’s decision, had made “an unrestricted holding
    14
    We find no merit . . . to [Mr. Blackburn’s] contention that the
    opinions of Drs. Farney and Tuteur are insufficient to support a
    finding of rebuttal, as both doctors opined that [Mr.
    Blackburn’s] respiratory impairment was not due, in whole or
    in part, to his coal mine employment.
    Blackburn v. Energy W. Mining Co., BRB 12-0607 BLA, slip. op. at 5,
    
    2013 WL 4407026
    , at *2 (Ben. Rev. Bd. July 24, 2013) (per curiam)
    (unpublished) (“First Board Decision”); see also Oral Arg. at 8:05-8:15
    (counsel for Energy West stating that “[t]he instruction to the
    [administrative law judge] was, ‘[y]ou can’t discredit them because they
    did not say anything inappropriate’”).
    We disagree with Energy West’s interpretation of the Board’s
    instructions. The Board was simply saying that the opinions by Doctor
    Farney and Doctor Tuteur were not necessarily insufficient to rebut the
    presumption—rather, that determination could be made only after the
    administrative law judge determined which medical opinions were
    persuasive:
    On remand, the administrative law judge must discuss and
    weigh all of the relevant evidence, resolve any scientific
    dispute on scientific grounds, and set forth the specific bases
    for his findings. The administrative law judge is reminded that
    that the Board had reviewed, assessed, and found [Doctor Farney’s and
    Doctor Tuteur’s] opinions sufficient to prove rebuttal.” Petitioner’s Reply
    Br. at 16-17. Instead, Energy West insists that it is arguing only that the
    first Board decision had rejected the idea that the medical opinions by
    Doctors Farney and Tuteur were “invalid or contrary to the [regulatory]
    Preamble and legally unable to establish rebuttal of the 15-year
    presumption.” 
    Id. at 17.
    15
    it is [Energy West]’s burden on rebuttal to [rebut the
    presumption].
    First Board Decision at 5, 
    2013 WL 4407026
    , at *3; see Second Board
    Decision at 5-6, 
    2016 WL 8260661
    , at *3. In other words, the Board was
    just saying that the administrative law judge should determine whether the
    employer had presented sufficient evidence to rebut the presumption, not
    that the administrative law judge should decide in favor of the employer.
    Otherwise the remand would have been pointless. 11
    Accordingly, we conclude that Judge Johnson did not deviate from
    the remand instructions. 12
    B.    Judge Johnson’s decision was supported by substantial
    evidence.
    Energy West also contends that Judge Johnson’s decision was not
    supported by substantial evidence. We disagree, concluding that the record
    contains evidence that “‘a reasonable mind might accept as adequate to
    support’” the administrative law judge’s conclusion. Energy W. Mining Co.
    11
    The respondents also argue that (1) Judge Johnson “was not bound by
    prior determinations of credibility” and (2) Judge Malamphy’s presence at
    the hearing did not provide an advantage over Judge Johnson when
    evaluating the experts’ credibility. Respondents’ Resp. Br. at 31 n.15. We
    need not address these arguments.
    12
    In arguing that Judge Johnson ruled beyond the scope of the remand,
    Energy West assumes that the law-of-the-case doctrine applies to Board
    decisions. For the sake of argument, we may assume that Energy West is
    correct because this assumption would not affect the outcome.
    16
    v. Oliver, 
    555 F.3d 1211
    , 1217 (10th Cir. 2009) (quoting Hansen v. Dir.,
    Office of Workers Comp. Programs, 
    984 F.2d 364
    , 368 (10th Cir. 1993)).
    Judge Johnson provided four reasons to question Dr. Farney’s
    credibility 13 and one reason to question Dr. Tuteur’s credibility. 14
    13
    Judge Johnson stated:
    [First,] th[e] study [relied upon by Dr. Farney], to the extent
    that it concluded there is a distinction between the contribution
    of cigarette smoking and that of coal-dust exposure to
    centrilobular emphysema is not actually addressed in the
    article, at least according to his summary. The article instead
    focused on the existence of clinical pneumoconiosis. [¶]
    Second, Dr. Farney’s reference to “the established pathogenesis
    and natural history of pulmonary diseases secondary to coal
    dust exposure” implies that centrilobular emphysema caused by
    coal-dust exposure is due to a different process from that
    caused by cigarette smoking. That position is contrary to the
    premise underlying the Black Lung regulations that coal dust
    exposure and cigarette smoking cause damage to the lungs by
    similar mechanisms. [¶]
    Third, Dr. Farney’s report is internally inconsistent in that he
    exhaustively discussed Mr. Blackburn’s smoking history, but
    then relied in part on the Rom study’s conclusion regarding
    non-smoking Utah coal miners. [¶]
    Fourth, Dr. Farney’s opinion fails to recognize that the
    Department of Labor has determined that coal dust and smoking
    have additive effects, and he did not discuss that possibility.
    Petitioner’s Opening Br., Attachment C at 15-16.
    14
    Judge Johnson stated:
    [Dr. Tuteur’s] attempts to show that Mr. Blackburn developed
    his disease from smoking, and not from coal-dust exposure,
    17
    Energy West contends that Judge Johnson’s third and fourth reasons
    for rejecting Dr. Farney’s opinion—an internal inconsistency and a
    failure to consider the possibility of additive effects from coal-mine
    dust and smoking—are unsupported by substantial evidence.
    First, Energy West challenges Judge Johnson’s conclusion that
    Doctor Farney’s report was “internally inconsistent.” Petitioner’s Opening
    Br., Attachment C at 16. This challenge involves Judge Johnson’s
    reference to Doctor Farney’s discussion of a medical article. According to
    Doctor Farney’s discussion, the article indicated that “non-cigarette
    smoking” coal miners have a low risk of developing pneumoconiosis. See
    id.; Respondents’ Supp. App’x at 112. Because Mr. Blackburn was a
    smoker, Judge Johnson found it inconsistent for Doctor Farney to rely on
    the article as a basis to conclude that Mr. Blackburn had a low risk of
    developing legal pneumoconiosis. Petitioner’s Opening Br., Attachment C
    at 16; Respondents’ Supp. App’x at 112.
    Energy West denies an inconsistency. Energy West appears to assume
    that Mr. Blackburn’s smoking would not increase his risk of legal
    pneumoconiosis. Petitioner’s Opening Br. at 35-36. Based on this apparent
    assumption, Energy West suggests that Judge Johnson misunderstood how
    suffer from over-reliance on statistics and a lack              of
    individualized application of those data to Mr. Blackburn.
    Petitioner’s Opening Br., Attachment C at 16.
    18
    Mr. Blackburn’s situation had related to Dr. Farney’s conclusion from the
    article. See 
    id. The record
    supports Judge Johnson’s finding of an inconsistency.
    Judge Johnson noted that according to the Department of Labor, medical
    evidence shows that smoking can increase the risk of a miner developing
    pneumoconiosis from coal-mine dust. Petitioner’s Opening Br., Attachment
    C at 14-15. Based on the Department of Labor’s position, Judge Johnson
    could reasonably find it inconsistent for Doctor Farney to conclude that
    Mr. Blackburn had a low risk for legal pneumoconiosis just because the
    risk was low for miners who had not smoked.
    Second, Energy West challenges Judge Johnson’s conclusion that
    Doctor Farney did not consider the possibility that “coal dust and smoking
    have additive effects.” Petitioner’s Opening Br., Attachment C at 16. This
    challenge is two-fold: (1) that Judge Johnson erred in interpreting Doctor
    Farney’s opinion and (2) that Judge Johnson misunderstood the preamble,
    which states only that coal-mine dust and smoking can have additive
    effects, not that they will always have additive effects. We reject both
    challenges.
    Energy West first asserts that Doctor Farney considered the
    possibility of additive effects. See Petitioner’s Opening Br. at 45-46 (“Dr.
    Farney specifically recognizes the potential additive contribution of coal
    dust, but negates any such contribution in Mr. Blackburn’s case based on a
    19
    reasoned medical opinion.”). For this assertion, Energy West provides no
    record citation.
    We conclude that substantial evidence supports Judge Johnson’s
    finding. Doctor Farney stated that coal-mine dust can cause legal
    pneumoconiosis “independent” of smoking, and he regarded this risk as
    low. Respondents’ Supp. App’x at 111-12. Doctor Farney then concluded
    that Mr. Blackburn’s risk of legal pneumoconiosis was the same as the risk
    for a non-smoker. See 
    id. at 112.
    Judge Johnson could reasonably conclude
    that Doctor Farney had failed to consider the additive effects of coal-mine
    dust and smoking.
    Energy West also asserts that the preamble states only that coal-mine
    dust and smoking “can” have additive effects, not that they always “have”
    additive effects. Petitioner’s Opening Br. at 45 (emphasis in original).
    Again, Energy West provides no citation for this proposition.
    We conclude that Judge Johnson did not misunderstand the preamble.
    The preamble favorably cites studies saying that coal-mine dust and
    smoking have additive effects:
    [Lung function] decline occurs at a similar rate in smokers and
    nonsmokers, although the loss of lung function overall is
    greater in smokers, the two effects being additive. . . .
    . . . .
    . . . Smokers who mine have additive risk for developing
    significant obstruction. . . . [¶]
    20
    The message from the Marine study is unequivocal: Even
    in the absence of smoking, coal mine dust exposure is clearly
    associated with clinically significant airways obstruction and
    chronic bronchitis. The risk is additive with cigarette smoking.
    . . . .
    . . . “[T]he combined effects of coal mine dust and
    smoking on [lung function] appear to be additive.” . . .
    . . . [“I]t appears that the major damages caused by
    cigarette smoking is additive to the minor damage which can be
    attributed to coal dust.”
    Regulations Implementing the Federal Coal Mine Health and Safety Act of
    1969, as amended, 65 Fed. Reg. 79,920, 79,939-41 (Dec. 20, 2000)
    (emphasis added) (citations omitted).
    This additive effect results in increased susceptibility to lung disease
    for the group of coal miners who both smoked cigarettes and exposed
    themselves to coal-mine dust.
    21
    Addressing this group, Judge Johnson stated: “[T]he Department of Labor
    has determined that coal dust and smoking have additive effects . . . .”
    Petitioner’s Opening Br., Attachment C at 16. In our view, this statement
    does not mischaracterize the preamble.
    We therefore reject Energy West’s factual challenges to Judge
    Johnson’s criticisms regarding an inconsistency in Doctor Farney’s report
    and his failure to consider the additive risk created by exposure to coal-
    mine dust and smoking.
    C.    Judge Johnson did not interject his own medical opinions.
    Energy West also challenges Judge Johnson’s first criticism of
    Doctor Farney’s opinion and the single criticism of Doctor Tuteur’s
    opinion. According to Energy West, these criticisms show that Judge
    Johnson interjected his own medical opinions. We disagree, concluding
    that Judge Johnson properly weighed the medical opinions.
    First, Energy West challenges Judge Johnson’s criticism of Doctor
    Farney’s reliance on a particular medical article. Dr. Farney had diagnosed
    Mr. Blackburn’s lung disease as characterized by emphysema. Petitioner’s
    Opening Br., Attachment C at 4 n.5. In light of this diagnosis, Judge
    Johnson criticized Doctor Farney’s reliance on a medical article, stating
    that “at least according to [Doctor Farney’s] summary,” the article had not
    actually addressed the distinction between the contributions of smoking
    22
    and coal-dust exposure on emphysema. 15 
    Id. at 15-16;
    see 
    id. at 4
    n.5. This
    criticism leads Energy West to argue that Judge Johnson improperly acted
    as a “medical expert.” Petitioner’s Opening Br. at 29. We disagree with
    this characterization.
    Judge Johnson simply weighed the different medical opinions, as he
    was required to do. Administrative law judges sometimes improperly
    exceed their role by making their own medical diagnoses or using non-
    scientific evidence to resolve a conflict between medical experts. Here,
    though, Judge Johnson simply resolved a medical conflict on scientific
    grounds. See Gunderson v. U.S. Dep’t of Labor, 
    601 F.3d 1013
    , 1023 (10th
    Cir. 2010) (stating that an administrative law judge must rely on “scientific
    grounds” “to resolve a scientific dispute”); 
    id. at 1022-23
    (indicating that
    an administrative law judge can make “scientific and technical judgments
    within the scope of agency expertise” (quoting Wyoming v. United States,
    
    279 F.3d 1214
    , 1240 (10th Cir. 2002))); see also Dixie Fuel Co. v. Dir.,
    15
    It is unclear whether Judge Johnson read this article or relied
    solely on Doctor Farney’s summary of the article. But Energy West
    has not argued that Judge Johnson failed to read the article or that he
    mischaracterized the article. We therefore do not consider these
    potential arguments.
    23
    Office of Workers’ Comp. Programs, 
    820 F.3d 833
    , 845-46 (6th Cir.
    2016). 16
    Second, Energy West challenges Judge Johnson’s criticism of Doctor
    Tuteur’s reliance on statistics. Doctor Tuteur concluded that Mr. Blackburn
    probably did not have legal pneumoconiosis because only a small
    percentage of coal miners suffer from legal pneumoconiosis. Petitioner’s
    Opening Br., Attachment C at 16. Judge Johnson thought that this
    conclusion relied too heavily on statistics rather than “individualized
    application.” 
    Id. Energy West
    characterizes this criticism as Judge Johnson’s
    interjection of his own medical opinion. We reject this characterization.
    Judge Johnson simply analyzed Doctor Tuteur’s opinion based on a
    scientific ground: the overreliance on statistics and lack of individualized
    application. An administrative law judge can undertake this sort of
    analysis. See, e.g., Antelope Coal Co./Rio Tinto Energy Am. v. Goodin, 743
    16
    In Dixie Fuel Co., an administrative law judge concluded that a
    medical report was not credible because the physician had relied partly on
    medical articles that did not support the physician’s 
    conclusions. 820 F.3d at 845-46
    . The employer argued that the administrative law judge had
    improperly “play[ed] expert” by examining the medical articles. 
    Id. at 845.
    The Sixth Circuit disagreed, explaining that the administrative law judge
    had “merely fulfilled his role as fact-finder by evaluating the credibility of
    [the physician’s] conclusions.” 
    Id. 24 F.3d
    1331, 1345-46 (10th Cir. 2014); 17 see also Consol. Coal Co. v. Dir.,
    Office of Workers Comp. Programs, 
    732 F.3d 723
    , 735 (7th Cir. 2013)
    (holding that the administrative law judge did not err by discrediting the
    medical opinion of a doctor who had relied on general statistics because
    the doctor had not related these statistics to the particular coal-mining
    employee). We therefore reject Energy West’s argument.
    D.    Judge Johnson did not improperly rely on the “preamble”
    to the applicable regulations.
    Energy West also argues that Judge Johnson improperly relied on the
    “preamble” to the applicable regulations. 18 According to Energy West,
    Judge Johnson treated the preamble as the law even though the preamble
    had not been subject to the Administrative Procedure Act’s notice-and-
    comment requirements.
    17
    In Goodin, the employer also presented testimony by medical
    experts, who had opined that a coal miner’s chronic obstructive pulmonary
    disease was statistically more likely to be caused by cigarettes or asthma
    than by inhalation of coal-mine 
    dust. 743 F.3d at 1339
    , 1345. The
    administrative law judge rejected this reliance on statistical probabilities
    because the medical experts had failed to account for the possibility that
    this coal miner fell within the statistical minority of individuals
    contracting chronic obstructive pulmonary disease from coal mining. 
    Id. at 1345-46.
    We upheld this rationale as adequately supported by the record.
    
    Id. at 1346.
    18
    The preamble to the 2001 amendments to the black lung regulations
    provides the medical principles that underlie the Department of Labor’s
    current regulations. See Regulations Implementing the Federal Coal Mine
    Health and Safety Act of 1969, as amended, 65 Fed. Reg. 79,920, 79,920-
    80,045 (Dec. 20, 2000).
    25
    We disagree based on our treatment of the issue in Blue Mountain
    Energy v. Director, Office of Workers’ Compensation Programs, 
    805 F.3d 1254
    (10th Cir. 2015). There we distinguished between two distinct uses of
    the preamble. In one, an administrative law judge uses the preamble to
    “effect[] some sort of change in the law” or to create “a broadly-applicable
    
    rule.” 805 F.3d at 1261
    . This use of the preamble is improper. 
    Id. But an
    administrative law judge can consider the preamble as a tool to gauge an
    expert’s credibility. See 
    id. Because the
    administrative law judge in Blue
    Mountain had used the preamble only as a tool to weigh the causation
    evidence for that case (rather than for a broader legal principle), we did
    not fault the Board for affirming the administrative law judge’s decision.
    
    Id. at 1261-62.
    This dichotomy guides our consideration of Judge Johnson’s use of
    the preamble. Energy West points to two of Judge Johnson’s statements:
    (1) that Doctor Farney’s understanding of how coal-mine dust and cigarette
    smoke affects the lungs was “contrary to the premise underlying the Black
    Lung regulations,” and (2) that Doctor Farney had failed to acknowledge
    the Department of Labor’s recognition of the additive effects of coal-mine
    dust and smoking. Petitioner’s Opening Br., Attachment C at 16.
    We believe that Judge Johnson’s use of the preamble was proper. As
    in Blue Mountain, the administrative law judge’s language refers to
    analysis of the evidence “in this case.” Blue 
    Mountain, 805 F.3d at 1261
    26
    (emphasis omitted). After discussing the premises underlying the preamble,
    Judge Johnson indicated that
         he understood that all issues “must be resolved on a claim-by-
    claim basis” and
         he would “weigh the conflicting medical opinions in this case
    based on these principles.”
    Petitioner’s Opening Br., Attachment C at 15.
    The disputed statements of Judge Johnson were nearly identical to
    the administrative law judge’s language in Blue Mountain. There the
    administrative law judge had said:
    Dr. Repsher’s opinion fails to address whether coal dust
    exposure and smoking could have been additive causes of
    Claimant’s lung disease, an etiology clearly adopted in the
    Preamble to the Regulations. . . . Dr. Parker specifically linked
    Claimant’s symptoms to the documented effects of coal mine
    exposure and cited to literature that has been approved by the
    Department in the Preamble.
    Blue 
    Mountain, 805 F.3d at 1261
    (emphasis modified) (ellipsis in original)
    (citation omitted). Here too Judge Johnson indicated that he understood the
    need to resolve each case on an individual basis. Thus, if use of the
    preamble was permissible in Blue Mountain, the same must be true here.
    Energy West argues that this case differs from Blue Mountain
    because the administrative law judge there made “limited references to the
    preamble and looked to other portions of the medical opinions.”
    Petitioner’s Opening Br. at 34. According to Energy West, Judge Johnson’s
    use of the preamble was more expansive, using the preamble to conclude
    27
    that “medical opinions which are based on the premise that coal dust-
    related obstructive disease is completely distinct from smoking-related
    disease are errant” and that “coal dust and smoking . . . always have
    additive effects.” Petitioner’s Opening Br. at 33, 45 (emphasis omitted).
    We disagree. Judge Johnson simply pointed out that Doctor Farney was
    making unsupported assumptions that conflicted with the preamble. Had
    Doctor Farney provided reasons for his assumptions, Judge Johnson would
    have been bound to consider them. See Blue 
    Mountain, 805 F.3d at 1261
    (“[A party] always ha[s] the ability to counter . . . the medical literature
    cited in the preamble.”).
    We therefore conclude that Judge Johnson did not improperly treat
    the preamble as the law. 19
    E.    The administrative law judge did not err when considering
    Dr. James’s opinion.
    Energy West contends that Judge Johnson was overly generous in his
    consideration of Dr. James’s opinion. This contention reflects a
    misunderstanding of how Judge Johnson applied Dr. James’s opinion.
    Judge Johnson did describe Dr. James’s opinion as “well-documented and
    19
    At oral argument, Energy West also argued that when Judge
    Johnson had relied on the preamble, he “appl[ied] arguments never
    made by the claimant.” Oral Argument at 8:20-35. If Energy West is
    arguing that Judge Johnson erred in discussing the preamble without
    a request by the claimant, this argument is waived by omission in
    Energy West’s briefs. See United States v. Burns, 
    775 F.3d 1221
    ,
    1223 n.2 (10th Cir. 2014).
    28
    well-reasoned.” Petitioner’s Opening Br., Attachment C at 16. But Judge
    Johnson simply concluded that Dr. James’s opinion had not helped Energy
    West to rebut the presumption. 
    Id. This conclusion
    appears unassailable.
    Energy West might disagree with Dr. James, but his opinion certainly did
    not help Energy West to rebut the presumption.
    F.     If Judge Johnson had erroneously used the wrong legal
    standard, the error would have been harmless.
    Finally, Energy West argues that Judge Johnson applied an improper
    legal standard that unfairly intensified Energy West’s burden. We need not
    decide whether Judge Johnson erred because any such error would have
    been harmless. See Antelope Coal Co./Rio Tinto Energy Am. v. Goodin, 
    743 F.3d 1331
    , 1348 (10th Cir. 2014) (concluding that “any alleged error was
    harmless because Mr. Goodin would have prevailed even without the
    [error]”).
    Energy West’s argument is straightforward. A federal regulation
    allows Energy West to rebut the 15-year presumption by establishing that
    Mr. Blackburn did not have legal pneumoconiosis or clinical
    pneumoconiosis. 20 C.F.R. § 718.305(d)(1)(i). Only legal pneumoconiosis
    is at issue here, for no one contends that Mr. Blackburn had clinical
    pneumoconiosis. A different federal regulation defines legal
    pneumoconiosis as a chronic lung disease or impairment “arising out of
    coal mine employment.” 
    Id. § 718.201(a)(2).
    The phrase “arising out of
    29
    coal mine employment” “includes” any chronic disease or impairment
    “significantly related to, or substantially aggravated by” dust from coal-
    mine employment. 
    Id. § 718.201(b)
    (emphasis added). According to Energy
    West, § 718.201(b) sets forth the relevant standard and Judge Johnson
    deviated from this standard by requiring Energy West to completely “rule
    out” any causal link between Mr. Blackburn’s exposure to coal-mine dust
    and his lung disease.
    For the sake of argument, we can assume that Energy West is correct
    regarding the standard and Judge Johnson’s failure to apply that standard.
    Even with these assumptions, the alleged error would have been harmless
    because Judge Johnson did not base his decision on Energy West’s failure
    to rule out every connection between coal-mine dust and Mr. Blackburn’s
    lung disease. Instead, Judge Johnson reasoned that Energy West’s evidence
    was not credible.
    Energy West asserts that “[e]valuation under the correct legal
    standard may have changed the credibility determinations.” Petitioner’s
    Opening Br. at 28. We disagree. Judge Johnson rejected Doctor Farney’s
    opinion because it had been unsupported by the referenced medical
    literature, had contained an inconsistency, and had failed to address
    important issues. And Judge Johnson rejected Doctor Tuteur’s opinion
    because it had relied on statistics rather than on Mr. Blackburn as an
    30
    individual. The rebuttal standard did not affect Judge Johnson’s analysis of
    either doctor’s opinion.
    Energy West argues that a Board case, Minich v. Keystone Coal
    Mining Corp., demonstrates that any error here was not harmless.
    Petitioner’s Opening Br. at 28-29 (citing Minich v. Keystone Coal Mining
    Corp., 25 Black Lung Rep. (Juris) 1-149 (Ben. Rev. Bd. 2015)). But
    Minich did not need to address harmlessness because the administrative
    law judge’s conclusion there had resulted directly from the administrative
    law judge’s use of the wrong legal standard. There one doctor had found
    that the effect of coal-mine dust was “insignificant,” and another doctor
    had found that the effect was “not clinically significant.” Minich, 25 Black
    Lung Rep. at 1-158. The administrative law judge decided in favor of the
    claimant because the physicians could not exclude the possibility that
    exposure to coal-mine dust had contributed to the claimant’s disability. 
    Id. at 1-157
    to -158. The Board agreed with the employer’s criticism of the
    rule-out standard and vacated the administrative law judge’s decision
    awarding benefits to the coal miner. 
    Id. at 1-158.
    In Minich, the Board never mentioned harmlessness or an issue
    involving the credibility or persuasiveness of the doctors’ opinions. See 
    id. Presumably, these
    considerations appeared unimportant because the
    administrative law judge had taken the doctors’ opinions at face value.
    Doing so, the administrative law judge had reasoned that the doctors’
    31
    opinions would require an award of benefits under the rule-out standard.
    See 
    id. That is
    not the case here, for Judge Johnson did not take the medical
    opinions at face value. Instead, Judge Johnson decided that the opinions of
    Doctor Farney and Doctor Tuteur were not credible. In reaching this
    decision, Judge Johnson had no reason to rely on the rule-out standard and
    he didn’t. As a result, Minich bears little relevance and the alleged error
    here was harmless.
    VI.   Disposition
    We deny the petition for review.
    32