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For Clinicians · Page 2 of 4

Page 2 of 4

The "At Least As Likely As Not" Standard

VA doesn't use the same certainty threshold most clinical opinions are trained to use. Here's what the actual legal standard means, translated for a clinical audience.

Medical training usually teaches providers to speak in terms of reasonable medical certainty — a high bar, often informally read as something like 90%+ confidence. VA's legal standard for service connection is lower, and phrased differently on purpose.

The Standard

"At Least As Likely As Not"

This means roughly a 50% or greater probability that the condition is related to service. It does not mean you are certain. It does not mean the evidence is overwhelming. It means that, weighing what you know, the connection is at least as plausible as not — a coin flip or better in the veteran's favor.

PhraseRough MeaningHelps the Claim?
"At least as likely as not"≥50% probabilityYes — meets the standard
"More likely than not">50% probabilityYes — exceeds the standard
"Less likely than not"<50% probabilityNo — falls short
"Not at least as likely as not"<50% probabilityNo — falls short
"Cannot be determined without resort to speculation"Genuinely unknowable on the evidenceUsually no — see note below
A note on "cannot be determined without resort to speculation": This phrase is sometimes used when a provider feels they genuinely can't form an opinion either way. VA raters and courts have scrutinized this language closely — it's only appropriate when it reflects a real limit in medical knowledge or the available record (for example, missing records, or a condition with no established causal literature), not simply a reluctance to commit to an opinion. If you can form an opinion in either direction with your available information, the standard asks you to state it, even if you're not highly confident.

In practice, this means your opinion can — and often should — include some acknowledged uncertainty, as long as you land on one side of the 50% line and explain your reasoning. "I believe it is at least as likely as not that X, based on Y and Z" is a complete, usable opinion, even without absolute certainty.

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