{"id":"W4388034359","doi":"10.1111/his.15086","title":"Differential diagnosis of small hepatocellular nodules in cirrhosis: surrogate histological criteria of <i>TERT</i> promoter mutations","year":2023,"lang":"en","type":"article","venue":"Histopathology","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Ipsen Fund; Fondation ARC pour la Recherche sur le Cancer; CNIB; Bayer","keywords":"Hepatocellular carcinoma; Cirrhosis; Medicine; Cohort; Biopsy; Pathology; Internal medicine; Liver biopsy; Gastroenterology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002260683,0.0004165993,0.0004588241,0.001125057,0.0002356922,0.0005355128,0.0003476153,0.0004130349,0.0009411021],"category_scores_gemma":[0.00608951,0.0001789005,0.0003477116,0.0004303343,0.0004508785,0.0002956198,0.0005283054,0.0003012861,0.0002979471],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001744147,"about_ca_system_score_gemma":0.0002112012,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000670624,"about_ca_topic_score_gemma":0.001231463,"domain_scores_codex":[0.999229,0.0003032026,0.0001143449,0.0001475655,0.0001416853,0.00006434725],"domain_scores_gemma":[0.9958787,0.001878993,0.001142244,0.0003448878,0.0004089434,0.0003462972],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003293071,0.00001303161,0.9934968,0.00001494183,0.00002075519,0.00019355,0.00002275765,0.000174654,0.003340672,0.00001225803,0.0000374266,0.002343867],"study_design_scores_gemma":[0.00002284714,0.0003288192,0.989407,0.00001556046,0.00005920822,0.002888572,0.0001119055,0.003565901,0.003286575,0.00008459875,0.0002215725,0.000007315706],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985483,0.0002018839,0.0008371631,0.0000229202,0.000004420468,0.00001279792,0.0001242486,0.00001271773,0.0002353959],"genre_scores_gemma":[0.9990827,0.00003141376,0.0006167882,0.00001040434,0.000006505827,0.000006379597,0.0002066516,0.000002713442,0.00003642861],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002260683,"threshold_uncertainty_score":0.0119558,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07995665852796123,"score_gpt":0.2731370868123679,"score_spread":0.1931804282844066,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}