{"id":"W4310742003","doi":"10.1097/meg.0000000000002464","title":"Geographical region and clinical outcomes of patients with primary biliary cholangitis from Western Europe","year":2022,"lang":"en","type":"article","venue":"European Journal of Gastroenterology & Hepatology","topic":"Liver Diseases and Immunity","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University of Alberta; Toronto General Hospital; University Health Network","funders":"Novartis Pharma; Norgine; Ministero della Salute; Dr. Falk Pharma; GlaxoSmithKline; Bristol-Myers Squibb; Ministero dell’Istruzione, dell’Università e della Ricerca; Canadian Liver Foundation; Regeneron Pharmaceuticals; Stichting voor Lever- en Maag-Darm Onderzoek; Canadian Institutes of Health Research; Intercept Pharmaceuticals; Gilead Sciences; Falk Foundation","keywords":"Medicine; Primary biliary cirrhosis; Decompensation; Internal medicine; Liver transplantation; Demography; Incidence (geometry); Ursodeoxycholic acid; Proportional hazards model; Transplantation","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0004359164,0.0002161385,0.0003318966,0.0007547559,0.0002930653,0.0006164972,0.0001961125,0.0002408366,0.00133619],"category_scores_gemma":[0.001557149,0.0001277375,0.0003896609,0.001257415,0.0002657588,0.0002794645,0.0005672838,0.0001955898,0.0002429823],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000222392,"about_ca_system_score_gemma":0.0002307724,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00480826,"about_ca_topic_score_gemma":0.004680514,"domain_scores_codex":[0.9996936,0.00009006722,0.0000631246,0.00006312701,0.00004337224,0.00004671775],"domain_scores_gemma":[0.9991556,0.0001104932,0.0004490708,0.00005513353,0.00009597712,0.0001336928],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001370549,0.00001099201,0.9984136,0.00001208478,0.00006791455,0.0001319827,0.00006468719,0.00003396736,0.0001018528,0.000008189741,0.00007340225,0.0009443241],"study_design_scores_gemma":[0.00001105996,0.00004137294,0.9990207,0.000009958742,0.00003848131,0.0003874913,0.0002366397,0.00004630934,0.00002495425,0.00001336991,0.0001671826,0.000002392385],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989257,0.0004065682,0.00003580534,0.00003144098,0.000005087948,0.000004663891,0.0001786179,0.000001653754,0.0004103083],"genre_scores_gemma":[0.9993557,0.0002056584,0.00003158238,0.00002363389,0.00001057074,0.000006228116,0.000306533,0.000001441939,0.00005865951],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00480826,"threshold_uncertainty_score":0.009560525,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01421055015599498,"score_gpt":0.2402447663754495,"score_spread":0.2260342162194545,"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."}}