Attribution graph comparison clinical off-target structural red curve = negative
A · Medical lexicon + standard morphosyntax (prestige form) “Every time I climb the stairs I feel tachycardia, so this afternoon I am heading to the” prob(“cardio”) = 0.07 emb L0 L5 L10 L15 L20 L25 logit ⋮ “doctor” · prob 0.29 “hospital” · prob 0.12 “gym” · prob 0.07 “cardio” · prob 0.07 “emergency” · prob 0.07 <bos> Every time I climb the stairs I feel tachycardia, so this afternoon I am heading to the 416546 weakest edges omitted Register shift Δ (A → C): — shared circuit dimmed: 1005 features in both · 366 only in A · 452 only in C C · Patient-derived language + standard morphosyntax (register shift only) “Every time I climb the stairs I feel my heart racing, so this afternoon I am heading to the” emb L0 L5 L10 L15 L20 L25 logit ⋮ “gym” · prob 0.35 “doctor” · prob 0.09 “local” · prob 0.03 “physio” · prob 0.03 “top” · prob 0.03 <bos> Every time I climb the stairs I feel my heart racing, so this afternoon I am heading to the 441601 weakest edges omitted