{"id":"W4407117692","doi":"10.1016/j.dld.2025.01.069","title":"Fibrate-Oca (FI-OCA) Study - a Global snapshot of PBC practice around the Globe","year":2025,"lang":"en","type":"article","venue":"Digestive and Liver Disease","topic":"Liver Diseases and Immunity","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta; University Health Network","funders":"","keywords":"Fibrate; Globe; Snapshot (computer storage); Medicine; Computer science; Internal medicine; Ophthalmology; Statin","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":[0.0008586792,0.0003198378,0.0005634368,0.001041335,0.0004090086,0.0008769078,0.0003803875,0.0006403286,0.001081194],"category_scores_gemma":[0.00175791,0.0002421719,0.0006449927,0.003095126,0.0001941522,0.0008681844,0.00146573,0.0006592957,0.0002741944],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001126066,"about_ca_system_score_gemma":0.002268833,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08395269,"about_ca_topic_score_gemma":0.1247137,"domain_scores_codex":[0.9992907,0.000174956,0.000108075,0.0001458722,0.0001222277,0.0001581533],"domain_scores_gemma":[0.9983826,0.0001394862,0.0005264803,0.0001071521,0.0004704671,0.0003738106],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002480691,0.00005222612,0.9740985,0.0004027261,0.0003621379,0.0002087334,0.0007784942,0.0001063277,0.0002385917,0.0002617449,0.00820203,0.01504038],"study_design_scores_gemma":[0.0000286109,0.00005796436,0.9936277,0.0002218856,0.0001266246,0.0002217282,0.001095714,0.00008144676,0.00005016282,0.00007498777,0.004401545,0.00001164305],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9192367,0.01112322,0.0007036772,0.003836307,0.000135498,0.0001308975,0.0561601,0.00006099208,0.008612556],"genre_scores_gemma":[0.9707435,0.006275688,0.00117928,0.002001644,0.0001381898,0.0002045682,0.01831669,0.00002230383,0.001118229],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08395269,"threshold_uncertainty_score":0.1669281,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01614188059305173,"score_gpt":0.3101070476787509,"score_spread":0.2939651670856991,"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."}}