{"id":"W2912830947","doi":"10.14309/00000434-201710001-00878","title":"Effect of Obeticholic Acid Treatment in Patients With Primary Biliary Cholangitis on Categorical Shifts in GLOBE Score","year":2017,"lang":"en","type":"article","venue":"The American Journal of Gastroenterology","topic":"Liver Diseases and Immunity","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Obeticholic acid; Internal medicine; Placebo; Gastroenterology; Tolerability; Population; Bilirubin; Liver transplantation; Transplantation; Adverse effect; Pathology","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":[0.001304865,0.0005192244,0.00151825,0.0003302592,0.0002388753,0.0005364558,0.0003081479,0.0005503128,0.00210383],"category_scores_gemma":[0.001773371,0.0002663059,0.001332634,0.0003957515,0.0004549571,0.0003848642,0.0002832729,0.001063146,0.0002171619],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000273603,"about_ca_system_score_gemma":0.0004593158,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003600993,"about_ca_topic_score_gemma":0.001067861,"domain_scores_codex":[0.9994856,0.0003072267,0.00005030154,0.00004135968,0.00005881816,0.00005667081],"domain_scores_gemma":[0.998367,0.0007809149,0.0003913994,0.0001031352,0.00006802987,0.0002894534],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.8995196,0.006682344,0.02385296,0.0006282054,0.001403761,0.00009399879,0.00009183147,0.0007601013,0.009202242,0.00004555835,0.0003541273,0.05736521],"study_design_scores_gemma":[0.241354,0.585658,0.1648695,0.0001073238,0.001761039,0.0002440465,0.00009272152,0.0009757139,0.003592934,0.0001478002,0.001154455,0.00004247943],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972421,0.001731225,0.00006761074,0.00006551371,0.00002797886,0.000135896,0.0001692192,0.00001304258,0.0005474695],"genre_scores_gemma":[0.9984095,0.0006259429,0.0002003442,0.00008433797,0.00004390716,0.0001298524,0.0002412597,0.000002602633,0.0002623013],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00210383,"threshold_uncertainty_score":0.007038057,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007537289418658224,"score_gpt":0.2554848875446584,"score_spread":0.2479475981260002,"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."}}