{"id":"W7126143939","doi":"","title":"Non-Response to Obeticholic Acid Is Associated With Heightened Risks of Developing Clinical Events in Primary Biliary Cholangitis","year":2025,"lang":"","type":"article","venue":"Newcastle University ePrints (Newcastle Univesity)","topic":"Liver Diseases and Immunity","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Obeticholic acid; Ursodeoxycholic acid; Primary biliary cirrhosis; Cohort; Cirrhosis; Biliary cirrhosis; Cohort study","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006469209,0.0001474609,0.0003096564,0.0004363901,0.0002190699,0.0005866639,0.0001706847,0.0002737279,0.0018429],"category_scores_gemma":[0.003023444,0.0001508821,0.0003231825,0.0007935638,0.0002558327,0.0002406404,0.0003753212,0.000482318,0.0003130071],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002316944,"about_ca_system_score_gemma":0.0002504433,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001350365,"about_ca_topic_score_gemma":0.002461277,"domain_scores_codex":[0.9994817,0.0001399828,0.0001008763,0.0000890437,0.0001057695,0.00008249581],"domain_scores_gemma":[0.9963559,0.0005649221,0.002410536,0.0001618165,0.000207089,0.0002997104],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001933845,0.00001331978,0.9982717,0.000008949117,0.0000181461,0.00007299562,0.00002191506,0.00001823366,0.0001466529,0.00000360801,0.00003793325,0.00119315],"study_design_scores_gemma":[0.000003851851,0.00007967014,0.9993294,0.00000523314,0.000009741519,0.0003405786,0.00003830293,0.00006055155,0.00004203757,0.000008326532,0.00008080499,0.000001434891],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990759,0.0003892078,0.00003583208,0.00004098165,0.00000395386,0.000003879005,0.0001522261,0.000002564228,0.0002954923],"genre_scores_gemma":[0.9995807,0.00009948254,0.00002869656,0.00001155156,0.000007920748,0.000002631352,0.0001865495,0.000001090905,0.00008155849],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0018429,"threshold_uncertainty_score":0.006165087,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06743401237543484,"score_gpt":0.3288417497866042,"score_spread":0.2614077374111693,"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."}}