{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006389188,0.0001238975,0.0006175586,0.0001303744,0.00001847337,0.000002892551,0.00006372037,0.000095441,0.0001286016],"category_scores_gemma":[0.0001353726,0.0001154508,0.0001112514,0.0002510181,0.00008922866,0.0000220857,0.00007414068,0.0001354429,0.00002481313],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005204371,"about_ca_system_score_gemma":0.000123781,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003529917,"about_ca_topic_score_gemma":0.001723299,"domain_scores_codex":[0.9988461,0.00005593774,0.0004589077,0.0002564223,0.0001168886,0.000265711],"domain_scores_gemma":[0.9993972,0.00006309541,0.0000736342,0.0003151497,0.00008688848,0.00006408543],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004644639,0.0001017532,0.9913707,0.0001729458,0.00003084603,0.001920491,0.0003172128,2.148394e-7,0.0005710043,0.00003968943,0.0001127624,0.005315943],"study_design_scores_gemma":[0.001232615,0.0001166444,0.993158,0.00004360007,0.00007117014,0.0008801794,0.0001001348,0.0002654281,0.003621303,0.00008871101,0.0003270025,0.00009518208],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936407,0.004155631,0.00001491808,0.0004051455,0.0002091154,0.0001282833,0.00000421086,0.00001653146,0.001425477],"genre_scores_gemma":[0.998246,0.0001423861,0.0008212011,0.0005385238,0.00004733522,0.00002159745,0.000004253606,0.00001490204,0.0001638386],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005220761,"threshold_uncertainty_score":0.4707946,"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."}}