{"id":"W4382940584","doi":"10.31080/asms.2023.07.1595","title":"COVID-19 Associated Cholangiopathy","year":2023,"lang":"en","type":"article","venue":"Acta Scientific Medical Sciences","topic":"Gallbladder and Bile Duct Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Virology; Medicine; Internal medicine; Outbreak; Infectious disease (medical specialty); Disease","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":[0.0002043685,0.0004536047,0.0005850125,0.0009096759,0.0004427164,0.0006478779,0.0002485207,0.000613198,0.001648203],"category_scores_gemma":[0.001084404,0.0001462029,0.0002959277,0.0008497818,0.0005636992,0.0004622408,0.0006500265,0.000575121,0.0002947721],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002940356,"about_ca_system_score_gemma":0.0003145855,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005350992,"about_ca_topic_score_gemma":0.0009385519,"domain_scores_codex":[0.9997087,0.00004262954,0.00004229385,0.00005808315,0.00005897003,0.00008924051],"domain_scores_gemma":[0.9995387,0.0001095051,0.0001567071,0.00003523394,0.00005344621,0.0001064099],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"observational","study_design_scores_codex":[0.0002444311,0.00003815437,0.1183798,0.0008486508,0.0000805005,0.8372023,0.0003722495,0.0001583405,0.01100328,0.001368261,0.001663221,0.02864087],"study_design_scores_gemma":[0.00001154099,0.00008555523,0.03445316,0.00009167696,0.00004129671,0.9547236,0.0001650083,0.0001299257,0.001432195,0.0004633471,0.008389477,0.00001314494],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9104646,0.0613352,0.00468222,0.001215938,0.0002864643,0.0001290473,0.0004789196,0.0002201821,0.02118749],"genre_scores_gemma":[0.9870086,0.009496386,0.0009763564,0.0005381796,0.0003397973,0.00001536914,0.0002960118,0.00001607574,0.001313256],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001648203,"threshold_uncertainty_score":0.005513847,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07280625644986473,"score_gpt":0.359479211236135,"score_spread":0.2866729547862703,"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."}}