{"id":"W2478338554","doi":"10.1002/hep.28744","title":"Liver transplantation for “very early” intrahepatic cholangiocarcinoma: International retrospective study supporting a prospective assessment","year":2016,"lang":"en","type":"article","venue":"Hepatology","topic":"Cholangiocarcinoma and Gallbladder Cancer Studies","field":"Medicine","cited_by":366,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; University of Alberta; Toronto General Hospital; University of Toronto","funders":"Instituto de Salud Carlos III; Associazione Italiana per la Ricerca sul Cancro; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung","keywords":"Contraindication; Hepatocellular carcinoma; Medicine; Intrahepatic Cholangiocarcinoma; Liver transplantation; Internal medicine; Transplantation; Cirrhosis; Gastroenterology; Retrospective cohort study; Cohort; Liver disease; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002353728,0.000205362,0.0004487387,0.0001649708,0.0001169961,0.00001759205,0.0001053519,0.00008627093,0.0001658224],"category_scores_gemma":[0.0001105769,0.0001467452,0.0001574903,0.0001114528,0.00009235423,0.0001564874,0.00004138233,0.0001362664,0.00001937763],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004977801,"about_ca_system_score_gemma":0.0001327631,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001992873,"about_ca_topic_score_gemma":0.0002477332,"domain_scores_codex":[0.9984419,0.00005823648,0.0003721372,0.0005148788,0.0002594238,0.0003533669],"domain_scores_gemma":[0.9991118,0.0001309009,0.0001563128,0.0002126327,0.000304659,0.00008364021],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000619592,0.0003588629,0.991159,0.00005498158,0.0004588165,0.0003625984,0.002776975,2.871387e-8,0.0007145259,0.0007976345,0.0004174107,0.002279591],"study_design_scores_gemma":[0.00571606,0.001546931,0.9901313,0.0000460727,0.0003706365,0.0002360065,0.0005643935,0.0001052887,0.0005955934,0.0004082114,0.0001069063,0.0001726526],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9897521,0.0001113812,0.003962568,0.001354086,0.0005782051,0.001662336,0.0000564889,0.00009371453,0.002429133],"genre_scores_gemma":[0.9976633,0.00009634464,0.0008148936,0.0001913625,0.0002728566,0.0006316653,0.00002453699,0.000029925,0.0002751208],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007911207,"threshold_uncertainty_score":0.5984097,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01890315280728439,"score_gpt":0.3146457977006147,"score_spread":0.2957426448933303,"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."}}