{"id":"W3110391270","doi":"10.1097/mcg.0000000000001459","title":"WGO Guidance for the Care of Patients With COVID-19 and Liver Disease","year":2020,"lang":"en","type":"article","venue":"Journal of Clinical Gastroenterology","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University Medical Centre; University of Calgary","funders":"","keywords":"Medicine; Internal medicine; Gastroenterology; Liver disease; Liver transplantation; Cirrhosis; Fatty liver; Asymptomatic; Endoscopic retrograde cholangiopancreatography; Disease; Transplantation; Pancreatitis","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":[],"consensus_categories":[],"category_scores_codex":[0.0001541498,0.00008282033,0.0004218355,0.00001793901,0.00002771632,0.000003960999,0.00008183126,0.00002952739,0.00002795597],"category_scores_gemma":[0.0009659272,0.00004167771,0.0002213703,0.00002285198,0.0001784717,0.00003187286,0.00003300739,0.0001190329,5.512783e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001564536,"about_ca_system_score_gemma":0.000140719,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002305071,"about_ca_topic_score_gemma":0.000004560041,"domain_scores_codex":[0.9989421,0.00009100972,0.00056241,0.0001246206,0.0001650554,0.0001147428],"domain_scores_gemma":[0.9979314,0.0005706822,0.0004617652,0.0001062548,0.0002909154,0.0006389418],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02233145,0.0005271421,0.9728368,0.00016751,0.0003778577,0.0000727161,0.0001504089,0.00002204886,3.527749e-7,0.0000120624,0.002040432,0.001461223],"study_design_scores_gemma":[0.01115511,0.01012211,0.9741606,0.00004841014,0.0010738,0.000005375124,0.00006629441,0.00005622725,0.00000163437,0.000009868581,0.003279729,0.00002089483],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9810044,0.001358942,0.001013673,0.016082,0.00008895483,0.0003556325,0.00009082626,0.000002492836,0.000003120198],"genre_scores_gemma":[0.9851387,0.0003359107,0.0006518089,0.01364716,0.0002007311,0.000008710289,0.000007494828,0.000007225022,0.000002315134],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01117633,"threshold_uncertainty_score":0.1699568,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0522398500440811,"score_gpt":0.3634985724081378,"score_spread":0.3112587223640567,"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."}}