{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005678954,0.0001292143,0.0002253322,0.0003814717,0.0008844573,0.0002054188,0.0005795032,0.0001354218,0.005590731],"category_scores_gemma":[0.01504148,0.00008789885,0.0001166435,0.004233536,0.00202935,0.0001645405,0.0001564965,0.0002178527,0.0007443412],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007881426,"about_ca_system_score_gemma":0.002400587,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000105315,"about_ca_topic_score_gemma":0.0001362869,"domain_scores_codex":[0.9955741,0.00009086633,0.0002785908,0.0006607329,0.002720336,0.0006754174],"domain_scores_gemma":[0.9976981,0.0002795863,0.00006809655,0.0002869071,0.0000633455,0.001603935],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001591654,0.0003360941,0.05423008,0.00007040628,0.00003947777,0.0003409266,0.001388283,0.000005654174,0.003924373,0.0006570952,0.9305782,0.00841343],"study_design_scores_gemma":[0.003931917,0.0007943845,0.142746,0.0002453371,0.0001254289,0.0002535402,0.004992248,0.01180451,0.0006597046,0.006182884,0.8274807,0.0007833979],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.909173,0.0001041726,0.0000233737,0.07749484,0.00185645,0.0002738074,0.00001241459,0.0004727979,0.01058913],"genre_scores_gemma":[0.9884576,0.00003684245,0.000037597,0.004484683,0.0001141811,0.00001640762,0.00009120924,0.000007337421,0.0067541],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1030976,"threshold_uncertainty_score":0.9953183,"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."}}