{"id":"W4303512473","doi":"10.17235/reed.2022.9218/2022","title":"Endosonographic and ERCP findings in COVID-19 critical illness cholangiopathy","year":2022,"lang":"es","type":"article","venue":"Revista Española de Enfermedades Digestivas","topic":"Pancreatitis Pathology and Treatment","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centracare","funders":"","keywords":"Medicine; Alanine transaminase; Alkaline phosphatase; Internal medicine; Jaundice; Coronavirus disease 2019 (COVID-19); Liver transplantation; Aspartate transaminase; Gastroenterology; Elevated transaminases; Bilirubin; Endoscopic retrograde cholangiopancreatography; Elevated alkaline phosphatase; Hepatitis; Primary sclerosing cholangitis; Viral hepatitis; Transaminase; Transplantation; Enzyme","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001492486,0.0006140465,0.001135634,0.0008020442,0.0008997087,0.0002752662,0.0003101773,0.0003156812,0.0007472131],"category_scores_gemma":[0.003579932,0.0006336253,0.0002537462,0.0009337211,0.001132253,0.0002338838,0.0004231108,0.001432002,0.00005260391],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001185015,"about_ca_system_score_gemma":0.000920164,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002782698,"about_ca_topic_score_gemma":0.00001148658,"domain_scores_codex":[0.9952376,0.001323123,0.0006911498,0.001061189,0.0005209138,0.001166016],"domain_scores_gemma":[0.9965819,0.00162181,0.0001326961,0.0006236902,0.00005104426,0.0009889131],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000562361,0.0009005793,0.8964502,0.001091186,0.0001665195,0.01138167,0.003095819,0.00001624451,0.001020227,0.0822464,0.0003093999,0.002759368],"study_design_scores_gemma":[0.005459498,0.001349154,0.9117165,0.0012733,0.0008933834,0.005685637,0.002078626,0.00008477788,0.000268931,0.001300861,0.06900078,0.0008886153],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9452363,0.04602036,0.0001317474,0.005638171,0.0002284039,0.0009559717,0.000298728,0.000143292,0.001347027],"genre_scores_gemma":[0.9900992,0.006381509,0.0002040564,0.002051155,0.0001765768,0.0005615063,0.0001589348,0.00008537045,0.0002817254],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08094554,"threshold_uncertainty_score":0.9996115,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02350915574814088,"score_gpt":0.3311369773963982,"score_spread":0.3076278216482573,"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."}}