{"id":"W3044790140","doi":"10.1016/j.jacr.2020.06.030","title":"The Dissemination of Hepatocellular Carcinoma Diagnosis Guidelines Using the Method of Teaching the Teachers","year":2020,"lang":"en","type":"article","venue":"Journal of the American College of Radiology","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"University of Texas MD Anderson Cancer Center","keywords":"Hepatocellular carcinoma; Medicine; Malignancy; Incidence (geometry); Liver transplantation; Carcinoma; Cancer; Liver cancer; Internal medicine; Scopus; Cause of death; Oncology; Transplantation; MEDLINE","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":[0.03035967,0.000284779,0.0003257056,0.005491982,0.001779658,0.003862318,0.001357599,0.001579428,0.005945977],"category_scores_gemma":[0.2546564,0.0004896891,0.0004722159,0.003151216,0.00080669,0.003044234,0.003272802,0.002231547,0.001416722],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005239124,"about_ca_system_score_gemma":0.02259116,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02400343,"about_ca_topic_score_gemma":0.02948432,"domain_scores_codex":[0.9719821,0.01690539,0.003296479,0.001039529,0.006044093,0.0007323552],"domain_scores_gemma":[0.803471,0.09095076,0.02133238,0.0134814,0.06310426,0.00766025],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002918401,0.0005791167,0.1693838,0.0007927436,0.00008981454,0.0005472268,0.01218486,0.0007436216,0.001674945,0.006148947,0.07606399,0.731499],"study_design_scores_gemma":[0.0009870008,0.002060489,0.3981133,0.004643829,0.0006633457,0.003397017,0.03083178,0.01758145,0.01131824,0.01124396,0.5186055,0.0005540225],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.495333,0.006595536,0.07159694,0.2254319,0.005980168,0.005229833,0.004029752,0.003350555,0.1824522],"genre_scores_gemma":[0.904259,0.002905876,0.07189362,0.005917368,0.0006893355,0.00115598,0.0007661617,0.0003179053,0.01209471],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03035967,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06801148681178695,"score_gpt":0.3346644406048958,"score_spread":0.2666529537931088,"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."}}