{"id":"W7132998738","doi":"","title":"An Evaluation of Treatment Response and Clinical Event-free Survival in Autoimmune Hepatitis: A Canadian Multicentre Cohort Analysis","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":"Autoimmune hepatitis; Alanine aminotransferase; Cirrhosis; Cohort; Liver disease; Surrogate endpoint; Cohort study; Liver enzyme; Decompensation; Hepatitis","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":[0.003078138,0.0007335834,0.0008395931,0.00218182,0.002244922,0.001341771,0.001938716,0.001079933,0.002942354],"category_scores_gemma":[0.007003029,0.0005308568,0.00279524,0.004257224,0.0005968426,0.0006318776,0.001235108,0.001201199,0.0002259918],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01194361,"about_ca_system_score_gemma":0.01629702,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9398882,"about_ca_topic_score_gemma":0.9268665,"domain_scores_codex":[0.9980425,0.0003891498,0.0001409139,0.0004034713,0.0004601433,0.0005638447],"domain_scores_gemma":[0.9949749,0.0005961246,0.001068629,0.0005852059,0.00170783,0.001067308],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000993648,0.00005756492,0.9947647,0.00003860957,0.0005889313,0.00008301642,0.0002011053,0.0001696339,0.0001665782,0.00009022122,0.0007084068,0.002137521],"study_design_scores_gemma":[0.0001425178,0.0001564323,0.9973349,0.00002244706,0.0003497577,0.0001035013,0.0002497133,0.0009272094,0.00003685303,0.00002770146,0.0006248525,0.00002406694],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936621,0.0008052635,0.000187414,0.0001957953,0.00001897008,0.00008706257,0.00446229,0.0000108211,0.0005703982],"genre_scores_gemma":[0.9959213,0.0004127344,0.0003279143,0.0000874436,0.00001639655,0.00005803513,0.002640009,0.0000104208,0.0005256676],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06011176,"threshold_uncertainty_score":0.1209315,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03994461399683914,"score_gpt":0.4304880543904274,"score_spread":0.3905434403935883,"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."}}