{"id":"W2954227790","doi":"10.1245/s10434-019-07580-9","title":"Prognosis After Resection of Barcelona Clinic Liver Cancer (BCLC) Stage 0, A, and B Hepatocellular Carcinoma: A Comprehensive Assessment of the Current BCLC Classification","year":2019,"lang":"en","type":"article","venue":"Annals of Surgical Oncology","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":186,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Liver cancer; Medicine; Hepatocellular carcinoma; Internal medicine; Stage (stratigraphy); Gastroenterology; Hazard ratio; Confidence interval; Biology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008343176,0.000259448,0.0003946872,0.002149074,0.0003366276,0.0005535983,0.0002945848,0.0003625844,0.0006726884],"category_scores_gemma":[0.001829759,0.0001078927,0.0005421625,0.001617146,0.000242343,0.0007149816,0.0007371966,0.000298729,0.0001360328],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005524291,"about_ca_system_score_gemma":0.0005280081,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006832211,"about_ca_topic_score_gemma":0.009471489,"domain_scores_codex":[0.999657,0.00007604792,0.00006927076,0.00005124861,0.0000776142,0.00006886218],"domain_scores_gemma":[0.9988027,0.000165328,0.0005448876,0.00004920122,0.0002137138,0.0002241836],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009784181,0.00001035833,0.9962412,0.00001275376,0.00003883125,0.00003336754,0.00003936482,0.00008860818,0.00007249155,0.00002152526,0.0001537987,0.003189893],"study_design_scores_gemma":[0.000002579814,0.00005164999,0.9992249,0.00001084259,0.00003101449,0.0001232142,0.0001063548,0.0002112405,0.00001995187,0.00003919108,0.0001748343,0.000004085443],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951808,0.001925023,0.0002260156,0.0001657212,0.0000140712,0.00001512314,0.001323316,0.00001271148,0.001137168],"genre_scores_gemma":[0.9975398,0.0006458421,0.0001635248,0.00002511932,0.00001948644,0.00000855858,0.00146987,0.000002205471,0.0001256218],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006832211,"threshold_uncertainty_score":0.01358491,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1898065756973769,"score_gpt":0.3943202741283612,"score_spread":0.2045136984309844,"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."}}