{"id":"W3138505417","doi":"10.1002/hep.31829","title":"Genetic Determinants of Outcome in Intrahepatic Cholangiocarcinoma","year":2021,"lang":"en","type":"article","venue":"Hepatology","topic":"Cholangiocarcinoma and Gallbladder Cancer Studies","field":"Medicine","cited_by":162,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"National Cancer Institute; Weill Cornell Medical College; National Institutes of Health; Eisai; Cycle for Survival; Erasmus Medisch Centrum; GlaxoSmithKline; Memorial Sloan-Kettering Cancer Center; Pfizer; National Center for Advancing Translational Sciences; Agios Pharmaceuticals; Eli Lilly and Company; Bristol-Myers Squibb","keywords":"Intrahepatic Cholangiocarcinoma; Outcome (game theory); Medicine; Internal medicine; Oncology; Economics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003410654,0.0002000512,0.0001824658,0.0004191118,0.0002575034,0.0003467911,0.0001586175,0.0003014375,0.001041058],"category_scores_gemma":[0.001179897,0.00009758346,0.0001735766,0.0005049052,0.0003196927,0.0001669492,0.0002829592,0.0002765262,0.0001865711],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002652839,"about_ca_system_score_gemma":0.0002013863,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008955201,"about_ca_topic_score_gemma":0.001672397,"domain_scores_codex":[0.9998122,0.00004895751,0.00001997061,0.00004178279,0.00002850646,0.00004859974],"domain_scores_gemma":[0.9990307,0.0002025306,0.0003818895,0.00006918703,0.00008838259,0.0002272548],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002414726,0.00001461667,0.9977584,0.000004104963,0.0000199155,0.0001227988,0.00001686338,0.0000576072,0.0008263033,0.000006816996,0.00003094143,0.0009000443],"study_design_scores_gemma":[0.000008963965,0.00009536919,0.9982938,0.000002754976,0.00003029686,0.0007712733,0.0000653829,0.0002057324,0.0003785854,0.00005182943,0.00009319969,0.000002831695],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996032,0.0001096022,0.00005294856,0.00001927187,0.000002247325,0.000001692543,0.00007243576,0.000002572186,0.0001360697],"genre_scores_gemma":[0.9998263,0.00002048686,0.00002220129,0.000004847777,0.000002729031,0.000001911193,0.00008825328,0.000001057248,0.00003235109],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001041058,"threshold_uncertainty_score":0.003482699,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03757773103377834,"score_gpt":0.3124611840123342,"score_spread":0.2748834529785559,"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."}}