{"id":"W2980912223","doi":"10.1002/jso.25735","title":"Risk factors for survival following recurrence after first liver resection for colorectal cancer liver metastases","year":2019,"lang":"en","type":"article","venue":"Journal of Surgical Oncology","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; Sunnybrook Health Science Centre; St Joseph's Health Centre; Ottawa Hospital; Kingston General Hospital; London Health Sciences Centre; Grand River Hospital; McMaster University; Health Sciences Centre; Ontario Clinical Oncology Group","funders":"Ontario Ministry of Health and Long-Term Care","keywords":"Medicine; Colorectal cancer; Proportional hazards model; Hazard ratio; Hepatectomy; Surgery; Resection; Internal medicine; Survival analysis; Gastroenterology; Cancer; Confidence interval","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007769911,0.0001723401,0.0007341265,0.0001415435,0.00008742147,0.00001519957,0.00007448907,0.0002047805,0.0004816975],"category_scores_gemma":[0.0001698985,0.0001176061,0.0008327095,0.0001266062,0.00004341248,0.0001529489,0.00002342274,0.0002635868,0.000009814846],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003380712,"about_ca_system_score_gemma":0.0002438743,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009285336,"about_ca_topic_score_gemma":0.0002292702,"domain_scores_codex":[0.9986301,0.0001593551,0.0004614037,0.0002057843,0.0002451622,0.0002981735],"domain_scores_gemma":[0.9969298,0.002138797,0.0003615826,0.00007961305,0.0002974399,0.0001927647],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01497984,0.0004683351,0.9700804,0.0001252142,0.0007102417,0.0007850495,0.0003604263,0.000007041879,0.0001331714,0.00001996755,0.001001044,0.0113293],"study_design_scores_gemma":[0.01823903,0.02980491,0.1541684,0.0003380169,0.003689217,0.0003421981,0.0003248548,0.002258534,0.006373412,0.00006931322,0.7839928,0.0003993514],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930338,0.003124726,0.0001612935,0.0004584705,0.002031144,0.0009045078,0.00009381535,0.000009252272,0.0001830475],"genre_scores_gemma":[0.9955305,0.002491494,0.001014529,0.0000277555,0.0005695052,0.0001097683,0.00002023577,0.00002120326,0.0002149541],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.815912,"threshold_uncertainty_score":0.527425,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0714979374219438,"score_gpt":0.3221025566266654,"score_spread":0.2506046192047215,"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."}}