{"id":"W3102316538","doi":"10.1002/jso.26297","title":"Impact of time‐to‐surgery on outcomes of patients undergoing curative‐intent liver resection for BCLC‐0, A and B hepatocellular carcinoma","year":2020,"lang":"en","type":"article","venue":"Journal of Surgical Oncology","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Medicine; Hepatocellular carcinoma; Confidence interval; Hepatectomy; Internal medicine; Surgery; Gastroenterology; Liver cancer; Carcinoma; 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":[0.000357733,0.0001606444,0.001065542,0.0002317485,0.00003059207,0.000004531072,0.0000512759,0.0001348072,0.0001731017],"category_scores_gemma":[0.0003887363,0.0001056519,0.0006348206,0.0001764712,0.00006384985,0.00006953475,0.00003252221,0.0001750574,0.000007239985],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001973515,"about_ca_system_score_gemma":0.0002928535,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001653082,"about_ca_topic_score_gemma":0.000001150391,"domain_scores_codex":[0.9984666,0.0001620861,0.0007476978,0.0001576447,0.0002794373,0.0001865224],"domain_scores_gemma":[0.9971266,0.001434073,0.0005541368,0.00008001893,0.0004758678,0.0003293175],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01032961,0.0008321853,0.9797514,0.0001248912,0.0004917996,0.0004056233,0.0003557141,0.000004974845,0.0007622566,0.00001059076,0.001322046,0.005608879],"study_design_scores_gemma":[0.01043598,0.07502483,0.8974981,0.0002546378,0.0006720152,0.0001708761,0.00008608691,0.002719228,0.005747482,0.00003164218,0.007165185,0.0001939957],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965705,0.0002614443,0.00006450012,0.002285899,0.00007423465,0.0004756587,0.00002038588,0.000004400584,0.0002429998],"genre_scores_gemma":[0.9992173,0.0002057334,0.0002735591,0.0001263938,0.00009417982,0.000007023618,0.0000108402,0.00001606504,0.00004886359],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08225339,"threshold_uncertainty_score":0.4308361,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09554200707576059,"score_gpt":0.314827915181123,"score_spread":0.2192859081053624,"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."}}