{"id":"W7133006244","doi":"","title":"An Evaluation of Primary Biliary Cholangitis as a Lifelong Disease: Insights from Canadian Cohort Studies","year":2022,"lang":"","type":"dissertation","venue":"TSpace","topic":"Liver Diseases and Immunity","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Obeticholic acid; Ursodeoxycholic acid; Quality of life (healthcare); Liver disease; Primary biliary cirrhosis; Disease; Cohort; Clinical trial","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":[0.01131563,0.000509166,0.0008703202,0.004038676,0.005784312,0.003406453,0.002012611,0.001050785,0.002307354],"category_scores_gemma":[0.02370196,0.0004626173,0.00166957,0.01072282,0.0009520837,0.0009101935,0.002506262,0.001294416,0.0001641053],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02141731,"about_ca_system_score_gemma":0.04397824,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9791145,"about_ca_topic_score_gemma":0.9872438,"domain_scores_codex":[0.9939358,0.001297344,0.0005850662,0.0008425103,0.00210209,0.001237248],"domain_scores_gemma":[0.9753328,0.003170829,0.004145112,0.001763555,0.01262799,0.002959746],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001081403,0.0000220315,0.9848143,0.0001909531,0.0003817658,0.0001585666,0.003184984,0.00006370723,0.00009016708,0.0007156146,0.002418946,0.007850781],"study_design_scores_gemma":[0.00001699104,0.00002885008,0.989827,0.0003735477,0.0003040049,0.0002065118,0.003325794,0.0002842396,0.00002909436,0.0001943484,0.005366942,0.00004256409],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9416081,0.02260967,0.001228276,0.007996152,0.000275449,0.0003063539,0.01402118,0.00002722717,0.01192755],"genre_scores_gemma":[0.9850206,0.007978324,0.001495784,0.001076413,0.00006903741,0.0001059485,0.003365323,0.00002538655,0.0008631406],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02141731,"threshold_uncertainty_score":0.1553942,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04099749430684108,"score_gpt":0.3797948620963325,"score_spread":0.3387973677894914,"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."}}