dissenting.
Because I conclude that a remand is not required in this case, I respectfully dissent from the majority opinion joined by my colleagues.
As they note, Harlan O’Bryan Smith is a 33-year coal mine veteran, having worked for several employers, including the Peabody Coal Company. In 1991, Smith applied for disability benefits under the Black Lung Benefits Act, 30 U.S.C. §§ 901-945, and a Department of Labor physician later determined that Smith suffered from pneumoconiosis, or Black Lung. The Department of Labor notified Peabody Coal of Smith’s condition and Peabody Coal requested a hearing to determine its liability under the Act.
Administrative Law Judge Bernard J. Gil-day, Jr. conducted the hearing. As a result of this proceeding, Judge Gilday determined that Smith met most of the requirements in his petition for benefits: he suffers from pneumoconiosis, pneumoconiosis is the result of his work in the coal mines, and he is totally disabled. See 20 C.F.R. Pt. 718. The missing link, Judge Gilday concluded, was that Smith had not shown that pneumoconiosis is the cause of his total disability. Under the Sixth Circuit’s standard set out in Adams v. Director, OWCP, 886 F.2d 818 (6th Cir.1989), the applicant must show that his disability is due “at least in part” to his pneumoconiosis. Id. at 825. Judge Gilday ruled that Smith had not met that burden.
Smith appealed this decision to the Benefits Review Board, which reversed part of the case and remanded it back to Judge Gilday. While noting that Judge Gilday had correctly described the law from Adams, the Board determined that he had “mischaracterized” the opinions of two expert witnesses and had improperly relied on the opinion of another expert. Judge Gilday then issued a second *508opinion, in which he granted benefits to Smith. In this second review, however, Judge Gilday appeared to take umbrage at the Board’s decision, stating that it had “substituted its evaluation of the evidence” for his. He also seemed unduly frustrated with the Board’s interpretation of the Adams causation standard, declaring that under the Board’s ruling, “if pneumoconiosis plays any role, however slight, in a miner’s total disability, he is entitled to benefits.” Judge Gilday went on to imply that “it is inconsequential whether a miner’s pneumoconiosis is but infinitesimally involved in his total disability” under the Board’s view of the Adams rule.
Peabody Coal appealed the decision back to the Benefits Review Board. The Board, without addressing Judge Gilday’s editorial remarks, stated simply that the evidence was sufficient to support his decision under the Adams causation standard. When this conclusion is reviewed with the proper degree of deference due the decisions of the Board, I believe that it is supported by substantial evidence and should be affirmed, without the necessity of a remand to the administrative law judge. As this court has restated many times, substantial evidence is “more than a mere scintilla” and is “such relevant evidence as a reasonable mind might accept as adequate to support a conclusion.” Cross Mountain Coal, Inc. v. Ward, 93 F.3d 211, 215-16 (6th Cir.1996) (internal quotes and citations omitted).
The Black Lung Benefits Act prescribes deference to an administrative law judge’s factual determinations. 33 U.S.C. § 921(b)(3). This deference, however, does not require this court or the Benefits Review Board to ignore the application of the law to specific facts. If the judge has misconstrued the law or misapplied it to stated facts, then this court and the Benefits Review Board has plenary authority to correct that error. See Cal-Glo Coal Co. v. Yeager, 104 F.3d 827, 830 (6th Cir.1997).
Under the applicable regulations and statutes, a claimant must show that he is “totally disabled due to pneumoconiosis.” 20 C.F.R. 718.204(a); see also 30 U.S.C. § 901(a). In Adams, this court applied that language and held that “in order to qualify for benefits under Part 718, a miner, who is found to suffer from pneumoconiosis under section 718.202, must affirmatively establish only that his totally disabling respiratory impairment ... was due ‘at least in part’ to his pneumoconiosis.” Adams, 886 F.2d at 825. In a footnote to that opinion, the court stated that “[njothing in this record suggests that Adams’ pneumoconiosis has played only an infinitesimal or de minimis part in his totally disabling respiratory impairment, so we need not consider here whether such a finding, if supported by substantial evidence, would support a denial of benefits under the Act.” Id. at 826 n. 11.
Peabody Coal’s appeal rests on the language from that last Adams footnote. It claims that Judge Gilday mistakenly allowed Smith to receive benefits when he had only shown a de minimis causal link between his respiratory disability and his pneumoconiosis. To support this argument, Peabody Coal cites the language from Judge Gilday’s second opinion, in which he presumed that the Board had determined that an infinitesimal causal link would satisfy the Adams standard. Peabody Coal urges this court to declare that a de minimis causal link is not sufficient under Adams and that the evidence in this case only amounts to a de minimis relationship. Peabody Coal bolsters this argument by alleging that the Benefits Review Board substituted its own view of the facts in its first appellate opinion, reinterpreting what Judge Gilday viewed as insufficient evidence. In support of this point, the company cites Judge Gilday’s comments in which he suggested that the Board had overstepped its role by reinterpreting the facts of the case.
This appeal, however, does not involve a de minimis causal link nor, in my judgment, has the Benefits Review Board exceeded its appellate role. Considering the tenor and bite of Judge Gilday’s second opinion, one could assume, as the majority here apparently does, that Smith had shown practically no relationship between his total respiratory disability and his pneumoconiosis. Judge Gilday’s apparent fit of pique and his unsolicited editorial remarks, however, do not necessarily mean that his own interpretation of *509the evidence conflicts with the final result of this case. The Board reversed Judge Gilday in the first instance because he misapplied the Adams standard and improperly relied on some evidence, not because it thought an infinitely small causal link met the requirements of Adams.1
The facts, even as outlined by Judge Gil-day, provide sufficient evidence for a reasonable person to conclude that Smith’s total disability was caused “at least in part” by his pneumoconiosis. Smith’s proof includes testimony and documentation from several doctors who found that he had pneumoconiosis in some form. Smith’s prior smoking habit and other pulmonary diseases, however, made it difficult for the doctors to conclude whether or not Smith’s disability was caused by pneumoconiosis or some other respiratory affliction. One physician, Dr. Glen Baker, determined that both smoking and coal dust had caused Smith’s condition. A second physician, Dr. F.H. Taylor, concluded that smoking had probably caused most of Smith’s problems, but that he could not rule out coal dust as a small contributing cause. A third physician, Dr. Sam Traughber, determined that both cigarette smoking and coal dust had led to Smith’s condition, but that he could not “apportion the amount due to each....”
The only contrary evidence came from one physician, Dr. William Anderson, who found no pneumoconiosis in Smith’s lungs and therefore could not offer an opinion as to the causal link between pneumoconiosis and Smith’s disability. A second physician, Dr. Emory Lane, determined that Smith had pneumoconiosis but did not offer an opinion as to whether that pneumoconiosis caused his respiratory disability. Judge Gilday, in his first opinion, referred to the findings of Drs. Anderson and Lane in support of his conclusion that Smith’s disability was not caused in part by pneumoconiosis. The Board properly corrected Judge Gilda/s view of Dr. Anderson’s opinion, noting that because Dr. Anderson found no sign of pneumoconiosis, he had no reason to suspect that pneumoconiosis caused . Smith’s disability. Dr. Anderson’s opinion, therefore, had only marginal relevance, if any at all, to the question of causation, and Judge Gilday clearly put too much emphasis on it. As to the inconclusive evidence, the Board merely noted that Dr. Lane’s lack of an opinion did not support Smith’s application because it is the miner’s duty to prove causation. Adams, 886 F.2d at 825-26 n. 9.
In his first opinion, Judge Gilday concluded that this evidence did not establish a sufficient causal link between Smith’s disability and his pneumoconiosis, based on a too-narrow view of what the expression “at least in part” means in the Adams case. In addition, Judge Gilda/s view of the causal link had been affected by the virtually irrelevant opinion of Dr. Anderson. As a matter of law, therefore, the Benefits Review Board reversed Judge Gilday and remanded the case so that he could apply the proper standard. The Board also gave Judge Gilday the opportunity to reevaluate the evidence without giving undue consideration to Dr. Anderson’s opinion. The Board’s action, while it obviously irked Judge Gilday, was not improper. And Judge Gilday’s second opinion, while it may have overstated the law of Adams, did not reach an incorrect conclusion under that law.
Perhaps the issue remains as to whether a de minimis link between pneumoconiosis and a claimant’s disability is sufficient under Adams. The Adams court left that question open because the facts of Adams did not involve de minimis causation. The facts of this case are, I believe, virtually the same, for Smith clearly provides more that a de minimis amount of evidence to show a causal link in his application for benefits. While this court may want to address the de minimis footnote from Adams in the appropriate case, it is not necessary to do so here.
The decision by Judge Gilday, while reluctantly entered, is supported by substantial evidence. And, while Judge Gilday may have *510invoked a standard unsupported by Adams, the final outcome of this case meets the requirements of Adams. For this reason, I would uphold the decision of the Benefits Review Board affirming the decision of the administrative law judge, without the necessity of a remand.
. The Board does not explicitly state that it disagrees with the way Judge Gilday applied Adams to the facts of this case. Rather, the Board states only that Judge Gilday "mischaracterized” some of the evidence. While this term suggests that the Board is reevaluating the evidence, that is not the case. Rather, the Board is simply applying the correct Adams standard to these facts.