{"id":"W1984008327","doi":"10.1002/cncr.24081","title":"Survival after hepatic resection of colorectal cancer metastases","year":2009,"lang":"en","type":"article","venue":"Cancer","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":146,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Clinical Evaluative Sciences","funders":"National Cancer Institute","keywords":"Medicine; Colorectal cancer; Confidence interval; Internal medicine; Cancer; Proportional hazards model; Survival rate; Hepatectomy; Resection; Surgery; Gastroenterology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0000777111,0.0001081067,0.0002588988,0.00006691692,0.00002467821,0.000005561653,0.00002935569,0.00005254398,0.001242768],"category_scores_gemma":[0.00001738853,0.00008513611,0.000112377,0.0001875697,0.00003633149,0.00005055733,0.000007080309,0.00007057554,0.000009475927],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001155368,"about_ca_system_score_gemma":0.0001189857,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005987128,"about_ca_topic_score_gemma":0.0003594748,"domain_scores_codex":[0.9992965,0.0000384732,0.0001590681,0.0001614968,0.0001827633,0.0001617105],"domain_scores_gemma":[0.9996345,0.00002359012,0.00005190508,0.000112834,0.00009727339,0.00007987949],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001000967,0.0001229881,0.9669888,0.0000679635,0.0001550276,0.00005170096,0.0001769602,0.000001997003,0.01464862,0.0000208003,0.0004648757,0.01629931],"study_design_scores_gemma":[0.001663121,0.001161707,0.7423442,0.0002124386,0.0007102119,0.000007290463,0.00003660761,0.0003624074,0.2497848,0.00006184783,0.003497794,0.0001575894],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9895083,0.008246548,0.00001341217,0.0006054303,0.0002423276,0.0002967486,0.00005157607,0.00002669803,0.001008997],"genre_scores_gemma":[0.9982088,0.0006753206,0.0001151992,0.0001650486,0.0001641017,0.0001756916,0.00001880069,0.00001109008,0.0004659657],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2351362,"threshold_uncertainty_score":0.9996702,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05292080811189454,"score_gpt":0.3034475298688425,"score_spread":0.250526721756948,"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."}}