{"id":"W2086298181","doi":"10.1245/s10434-012-2424-1","title":"Up-front Hepatic Resection for Metastatic Colorectal Cancer Results in Favorable Long-term Survival","year":2012,"lang":"en","type":"article","venue":"Annals of Surgical Oncology","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":51,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; University Health Network; Queen's University","funders":"","keywords":"Medicine; Perioperative; Hazard ratio; Surgical oncology; Colorectal cancer; Hepatectomy; Chemotherapy; Internal medicine; Proportional hazards model; Metastasis; Surgery; Confidence interval; Oncology; Retrospective cohort study; Cancer; Gastroenterology; Resection","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":[0.0001818538,0.0001612692,0.0003079192,0.0002718408,0.0002207776,0.000354997,0.00008696662,0.0002588029,0.001576134],"category_scores_gemma":[0.0009508563,0.00006488057,0.0003600318,0.0002869405,0.0001825512,0.000286801,0.0002250491,0.0002888148,0.0003512139],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001577151,"about_ca_system_score_gemma":0.0001634363,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003563776,"about_ca_topic_score_gemma":0.001426379,"domain_scores_codex":[0.9999174,0.00001862652,0.00001091596,0.00000903919,0.00001874408,0.00002527097],"domain_scores_gemma":[0.9993931,0.0001331515,0.0001511492,0.00003099133,0.00004107305,0.0002504908],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004749833,0.0003579735,0.8941602,0.0001019021,0.0002281204,0.003221935,0.00007793136,0.0004725228,0.008207563,0.0001083391,0.001041263,0.08727239],"study_design_scores_gemma":[0.00003791347,0.001015747,0.9912289,0.00001883196,0.0002165249,0.005331669,0.0001240887,0.0002772556,0.0007439195,0.0001625131,0.0008312249,0.00001134543],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942207,0.003053351,0.0001503654,0.0002528062,0.00007799091,0.000004804149,0.0001083682,0.0000115409,0.002120047],"genre_scores_gemma":[0.9983988,0.0006910319,0.00008978431,0.00006397366,0.00007856994,0.000002284477,0.000228432,0.000003491087,0.0004435984],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001576134,"threshold_uncertainty_score":0.005272686,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2217103030999247,"score_gpt":0.4053367825697187,"score_spread":0.183626479469794,"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."}}