{"id":"W2429137886","doi":"10.1002/bjs.10191","title":"Factors influencing recurrence following initial hepatectomy for colorectal liver metastases","year":2016,"lang":"en","type":"article","venue":"British journal of surgery","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":100,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Hepatectomy; Hazard ratio; Proportional hazards model; Retrospective cohort study; Colorectal cancer; Surgery; Internal medicine; Survival analysis; Cohort; Metastasis; Gastroenterology; Confidence interval; Cancer; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007311783,0.0001516913,0.0005968222,0.0002057177,0.0001042771,0.00005012859,0.00006478027,0.00007864674,0.0001339388],"category_scores_gemma":[0.001140505,0.0001126542,0.0008508785,0.0001487493,0.00004936911,0.0003953732,0.00001877927,0.000126946,0.000004959028],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009929671,"about_ca_system_score_gemma":0.0002921167,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005989079,"about_ca_topic_score_gemma":0.000008772648,"domain_scores_codex":[0.9985775,0.00009379111,0.000559555,0.0001536697,0.0003149598,0.000300508],"domain_scores_gemma":[0.9979169,0.001253103,0.0002848643,0.00006778072,0.0002595282,0.0002178447],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002143709,0.0001027091,0.8416407,0.00005112228,0.0003272851,0.003928854,0.00007247971,2.839101e-8,0.002362005,0.00000149524,0.001332434,0.1499665],"study_design_scores_gemma":[0.005504342,0.001095597,0.801832,0.007466808,0.001636668,0.006455697,0.0002740754,0.00002160177,0.1679123,0.0001210399,0.007033215,0.0006467306],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941752,0.004506923,0.0003122954,0.00007666829,0.0005933209,0.0002170463,0.00005664575,0.00002056894,0.00004131884],"genre_scores_gemma":[0.9985788,0.0005679213,0.0004192996,0.00004716862,0.0003047106,0.00001288248,0.00001316707,0.00002502696,0.00003097848],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1655503,"threshold_uncertainty_score":0.4593903,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1663114753329289,"score_gpt":0.2877101249109281,"score_spread":0.1213986495779992,"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."}}