{"id":"W3034223876","doi":"10.1007/s10620-020-06402-3","title":"Gender and Racial Differences in Hospitalizations for Primary Biliary Cholangitis in the USA","year":2020,"lang":"en","type":"article","venue":"Digestive Diseases and Sciences","topic":"Liver Diseases and Immunity","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; Vancouver General Hospital; University of British Columbia","funders":"","keywords":"Hepatology; Transplant surgery; Medicine; Internal medicine; Gastroenterology; General surgery","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":[0.0003459149,0.0001488449,0.0002515638,0.0007164716,0.000425447,0.0005257642,0.0002594349,0.0005215493,0.0034269],"category_scores_gemma":[0.001488486,0.0002230333,0.0006078691,0.001016603,0.0002652326,0.0004646451,0.0004071223,0.00051806,0.0003248317],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003807473,"about_ca_system_score_gemma":0.0003987529,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01930145,"about_ca_topic_score_gemma":0.03565145,"domain_scores_codex":[0.9995628,0.000100669,0.00004529084,0.00007032626,0.00006168106,0.000159144],"domain_scores_gemma":[0.9988196,0.0001465119,0.0005432168,0.00006109062,0.00009702277,0.0003325235],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001004031,0.00003705276,0.9984651,0.000004309127,0.00006525015,0.00007429336,0.000110696,0.00002326278,0.000131396,0.00004335246,0.0002362851,0.0007086685],"study_design_scores_gemma":[0.000002222189,0.00001765855,0.999321,0.000004133829,0.00001127679,0.00008188602,0.0003542351,0.00004937118,0.00001353614,0.00002423676,0.000117689,0.000002696769],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974412,0.0003623597,0.00003630745,0.0002315328,0.00002610028,0.000002535018,0.0005432789,0.000003221975,0.001353431],"genre_scores_gemma":[0.9993351,0.0001265471,0.00001505717,0.00008350472,0.00002095615,0.000001896717,0.0002051958,0.000002220515,0.0002094179],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01930145,"threshold_uncertainty_score":0.03837818,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05276749412389017,"score_gpt":0.2961176421505942,"score_spread":0.243350148026704,"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."}}