{"id":"W2589365148","doi":"10.1016/j.hpb.2017.01.007","title":"Mixed hepatocellular and cholangiocarcinoma: the difficulty of finding the right answer","year":2017,"lang":"en","type":"letter","venue":"HPB","topic":"Cholangiocarcinoma and Gallbladder Cancer Studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Medicine; Liver transplantation; Intrahepatic Cholangiocarcinoma; Internal medicine; Gastroenterology; Hepatocellular carcinoma; Milan criteria; Retrospective cohort study; Cohort; Transplantation; Multicenter study; Surgery; Oncology; Randomized controlled trial","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":[0.004207883,0.0004728348,0.001454358,0.00108052,0.002536173,0.003113362,0.001083095,0.02056157,0.005660574],"category_scores_gemma":[0.03344568,0.0005477079,0.0005189701,0.0009880465,0.002917486,0.005761864,0.00173131,0.01435719,0.003217441],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00209738,"about_ca_system_score_gemma":0.001921338,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001992469,"about_ca_topic_score_gemma":0.002173921,"domain_scores_codex":[0.9957067,0.002737303,0.0006579728,0.0002621139,0.0004008116,0.0002350585],"domain_scores_gemma":[0.9869933,0.008784289,0.001081342,0.0003013831,0.001588253,0.001251484],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"case_report","study_design_scores_codex":[0.0002562639,0.0001359453,0.02578378,0.0005036149,0.00009647175,0.06519773,0.001690747,0.0001620938,0.0006175923,0.01358449,0.8474802,0.04449105],"study_design_scores_gemma":[0.0004128886,0.0002383575,0.01236043,0.002904631,0.000181045,0.1982398,0.01301422,0.001567451,0.0006779931,0.08089159,0.6892683,0.0002433098],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002269442,0.005780638,0.0001517495,0.9851272,0.004700356,0.000006709898,0.00003242181,0.000007536994,0.001923931],"genre_scores_gemma":[0.06190341,0.01359452,0.001337459,0.8169295,0.1013796,0.00005458904,0.00007290512,0.00003619119,0.004691781],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02056157,"threshold_uncertainty_score":0.02225363,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04314375422280058,"score_gpt":0.2599578309358181,"score_spread":0.2168140767130176,"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."}}