{"id":"W2509977548","doi":"10.1016/j.amjsurg.2016.08.014","title":"Outcomes after repeat hepatic resection for recurrent metastatic colorectal cancer: A population-based study","year":2016,"lang":"en","type":"article","venue":"The American Journal of Surgery","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":false,"ca_institutions":"Grand River Hospital; Queen's University","funders":"Ontario Ministry of Health and Long-Term Care; Institute for Clinical Evaluative Sciences; Cancer Care Ontario","keywords":"Medicine; Colorectal cancer; Hepatectomy; Confidence interval; Surgery; Cancer registry; Cancer; Resection margin; Population; Resection; Internal medicine","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":[0.0009437333,0.0001386284,0.0006433584,0.0002158754,0.00006847058,0.0000129691,0.00005509471,0.00001061077,0.00006144461],"category_scores_gemma":[0.0003242175,0.00006265917,0.0004164403,0.0002194349,0.00005794771,0.00007066988,0.000008263596,0.00007787226,0.000002761446],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001871749,"about_ca_system_score_gemma":0.0001816307,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001829889,"about_ca_topic_score_gemma":0.00006394997,"domain_scores_codex":[0.9985539,0.0002862741,0.0005216472,0.0001234652,0.0003259543,0.0001887292],"domain_scores_gemma":[0.997166,0.001768019,0.0006065328,0.0001608543,0.0001944174,0.0001041976],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006639176,0.0003001141,0.9351586,0.00001952143,0.0004226839,0.00007098714,0.0001284141,8.78428e-7,0.0001017627,3.417092e-7,0.00009630295,0.05706124],"study_design_scores_gemma":[0.001137562,0.00232258,0.9946301,0.0002007259,0.0007958328,0.00003294482,0.0001901182,0.00007399618,0.0004483041,0.00002846367,0.00005419292,0.00008518932],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953834,0.0003537404,0.0001675449,0.003226367,0.0003148116,0.000525329,0.00001519824,0.00001153814,0.000002037324],"genre_scores_gemma":[0.9992053,0.00005830574,0.0001890177,0.0001643375,0.0001310915,0.0001847694,0.000003131374,0.00002183348,0.00004219538],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05947151,"threshold_uncertainty_score":0.2555167,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09668521761733241,"score_gpt":0.3188076701123922,"score_spread":0.2221224524950598,"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."}}