{"id":"W2106379775","doi":"10.1002/bjs.4018","title":"Risk factors for perioperative morbidity and mortality after extended hepatectomy for hepatocellular carcinoma","year":2003,"lang":"en","type":"article","venue":"British journal of surgery","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":324,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; University of Toronto","funders":"University of Toronto; Queen Mary University of London","keywords":"Medicine; Hepatocellular carcinoma; Hepatectomy; Perioperative; Carcinoma; Internal medicine; Surgery; General surgery; Gastroenterology; Oncology; Resection","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003228613,0.000231444,0.0002270602,0.0003688552,0.0002149273,0.0002512594,0.0001401082,0.0002210784,0.001197852],"category_scores_gemma":[0.003087213,0.0001142951,0.0002681766,0.0003526221,0.0002083872,0.0002339917,0.0002494424,0.0003931333,0.0001090346],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001210821,"about_ca_system_score_gemma":0.0002241249,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006569624,"about_ca_topic_score_gemma":0.0007190442,"domain_scores_codex":[0.9997923,0.00006588954,0.00002652509,0.00001699023,0.00005725805,0.00004102203],"domain_scores_gemma":[0.9980653,0.0006268482,0.0008572789,0.00004823603,0.00009177365,0.0003107098],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001546087,0.00001339252,0.9977179,0.000006651219,0.00002288114,0.0001679999,0.00001961169,0.00006239736,0.0001278433,0.00000662249,0.00004819929,0.001651976],"study_design_scores_gemma":[0.000009576419,0.0001528654,0.9974911,0.000008637855,0.00003580459,0.001772472,0.0000682698,0.0002693079,0.00008095488,0.00003177161,0.00007564558,0.000003702041],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990594,0.0005523125,0.000105267,0.0000518222,0.000005335762,0.000003449268,0.00003656099,0.000002997951,0.0001828009],"genre_scores_gemma":[0.9996642,0.0001351274,0.00007037299,0.000008403508,0.0000166758,0.000003681479,0.00006259049,9.514429e-7,0.00003805814],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001197852,"threshold_uncertainty_score":0.004007161,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06902400116578543,"score_gpt":0.3270334111066063,"score_spread":0.2580094099408209,"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."}}