{"id":"W2906015685","doi":"10.9778/cmajo.20180029","title":"Epidemiology and liver transplantation burden of primary biliary cholangitis: a retrospective cohort study","year":2018,"lang":"en","type":"article","venue":"CMAJ Open","topic":"Liver Diseases and Immunity","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen Elizabeth II Health Sciences Centre; University of Alberta; University of British Columbia; University Health Network; Dalhousie University","funders":"Canadian Liver Foundation; Intercept Pharmaceuticals; Celgene; Gilead Sciences; GlaxoSmithKline","keywords":"Medicine; Liver transplantation; Epidemiology; Retrospective cohort study; Cohort; Internal medicine; Cohort study; Confidence interval; Transplantation; Pediatrics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"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":[0.00137185,0.000329202,0.0005153607,0.001795589,0.001041093,0.001110532,0.0007976419,0.0004671763,0.001200716],"category_scores_gemma":[0.003068203,0.0006092312,0.0008245367,0.003457223,0.0005089316,0.0005459131,0.0009562944,0.0007294859,0.0002219509],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002667375,"about_ca_system_score_gemma":0.00425403,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.351134,"about_ca_topic_score_gemma":0.3741596,"domain_scores_codex":[0.9984691,0.0001912603,0.0001951226,0.0004007882,0.0003906825,0.0003531248],"domain_scores_gemma":[0.9973311,0.000173013,0.001074728,0.0003230333,0.0006819268,0.0004160701],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003532705,0.000009692072,0.9992036,0.00001005368,0.00006345124,0.00005061099,0.00007142068,0.00002185296,0.00003027527,0.00001519226,0.0001717392,0.00031679],"study_design_scores_gemma":[0.000006047828,0.00002964561,0.9989703,0.00001758883,0.0000555005,0.0002677708,0.000257447,0.0001168971,0.00001479242,0.00001414172,0.0002428385,0.00000713817],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943488,0.0005635483,0.0001892374,0.0001023192,0.00001037063,0.00006122587,0.004073318,0.000008660138,0.0006426229],"genre_scores_gemma":[0.9972837,0.0003428743,0.0001482058,0.00005251317,0.00001025832,0.00002719379,0.002030442,0.000004656268,0.0001000618],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.351134,"threshold_uncertainty_score":0.6981803,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0366224252555336,"score_gpt":0.3264146011849795,"score_spread":0.2897921759294459,"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."}}