{"id":"W4296808121","doi":"10.1111/apt.17226","title":"Liver transplant‐free survival according to alkaline phosphatase and <scp>GLOBE</scp> score in patients with primary biliary cholangitis treated with ursodeoxycholic acid","year":2022,"lang":"en","type":"article","venue":"Alimentary Pharmacology & Therapeutics","topic":"Liver Diseases and Immunity","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University of Alberta Hospital; University of Alberta; Toronto General Hospital; University Health Network","funders":"Norgine; European Association for the Study of the Liver; National Institute for Health and Care Research; Gilead Sciences; Intercept Pharmaceuticals; Wellcome Trust; Dr. Falk Pharma; GlaxoSmithKline; Falk Foundation","keywords":"Medicine; Ursodeoxycholic acid; Internal medicine; Gastroenterology; Liver transplantation; Population; Alkaline phosphatase; Cohort; Transplantation; Biology","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":[0.0004562057,0.0002220852,0.0003748108,0.0005756598,0.0002129917,0.0004393952,0.0001930951,0.0003394433,0.001047899],"category_scores_gemma":[0.001021127,0.0001367468,0.0005054787,0.0006034105,0.0002682027,0.0003498301,0.0003311176,0.0003708422,0.0001451855],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002706063,"about_ca_system_score_gemma":0.0002202562,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002130066,"about_ca_topic_score_gemma":0.002244874,"domain_scores_codex":[0.9998084,0.00004660656,0.00001775589,0.0000390692,0.00003497308,0.00005330978],"domain_scores_gemma":[0.9992878,0.0001312372,0.0002907276,0.00003347941,0.00004990154,0.0002068233],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002709146,0.00001111478,0.9989002,0.000003086859,0.00003549609,0.00006115739,0.00001366473,0.00005565508,0.0001172243,0.000005863883,0.00003305521,0.0004924755],"study_design_scores_gemma":[0.00001732849,0.0001423593,0.9991137,0.00000294047,0.0000370983,0.0002887033,0.00004027846,0.000253696,0.00003594182,0.00001702616,0.00004821377,0.000002655245],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999613,0.0001521776,0.00002134545,0.00001555298,0.000002582818,0.000001835403,0.00007062486,0.00000128111,0.0001215266],"genre_scores_gemma":[0.9997706,0.00004311851,0.000009838251,0.000007287499,0.00000444193,0.000001537765,0.0001338049,4.406268e-7,0.00002893523],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002130066,"threshold_uncertainty_score":0.004235387,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01887004848688842,"score_gpt":0.2563371772661479,"score_spread":0.2374671287792595,"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."}}