{"id":"W2339935983","doi":"10.1016/j.hpb.2016.02.394","title":"Minimally invasive compared to open re-hepatectomy for colorectal liver metastases: A multi-institutional propensity-matched analysis of short and long-term outcomes","year":2016,"lang":"en","type":"article","venue":"HPB","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Hepatectomy; Propensity score matching; Cohort; Surgery; Laparoscopy; Retrospective cohort study; Internal medicine; 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":[0.001069786,0.0003009215,0.0007241923,0.0004614776,0.0002922347,0.0007097303,0.0004309429,0.0005721661,0.001721992],"category_scores_gemma":[0.003350115,0.0002246613,0.00179616,0.0008191344,0.0003512174,0.0008056237,0.0006297922,0.0006867442,0.000167797],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003418713,"about_ca_system_score_gemma":0.0003062729,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000877873,"about_ca_topic_score_gemma":0.001547557,"domain_scores_codex":[0.9991508,0.0002310329,0.0001248879,0.0002280396,0.00009628302,0.0001689293],"domain_scores_gemma":[0.9972493,0.0007030965,0.001338466,0.0002863089,0.00009953051,0.0003232422],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02019782,0.0002351738,0.9661626,0.0001008445,0.002878203,0.0001828249,0.00009651079,0.0004355875,0.001340808,0.00009483944,0.0003144048,0.007960331],"study_design_scores_gemma":[0.0003072034,0.001859005,0.994648,0.00001315321,0.0009653895,0.0002812188,0.0002007244,0.001059226,0.0002484864,0.0001706217,0.0002257234,0.00002114216],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990309,0.0003565966,0.000179235,0.00003031455,0.00001772556,0.00001104925,0.0002087183,0.000002902363,0.0001624749],"genre_scores_gemma":[0.9995332,0.0000696482,0.00004973229,0.00001890588,0.00002005956,0.000008410296,0.0002230458,0.000001915805,0.00007515298],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001721992,"threshold_uncertainty_score":0.00576061,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.169795571779677,"score_gpt":0.3289255480932817,"score_spread":0.1591299763136047,"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."}}