{"id":"W3096257583","doi":"10.1101/2020.10.29.20207167","title":"Gastroenterological and Hepatic Manifestations of Patients with COVID-19, Prevalence, Mortality by Country, and Intensive Care Admission Rate: Systematic Review and Meta-analysis","year":2020,"lang":"en","type":"preprint","venue":"medRxiv","topic":"COVID-19 Clinical Research Studies","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; McGill University Health Centre","funders":"","keywords":"Medicine; Internal medicine; Case fatality rate; Meta-analysis; Diarrhea; Nausea; Cohort study; Cohort; Subgroup analysis; Abdominal pain; Systematic review; Mortality rate; MEDLINE; Epidemiology","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":[0.009932536,0.002308421,0.01750145,0.007035367,0.0007202832,0.002967567,0.002132079,0.002015891,0.003146478],"category_scores_gemma":[0.02734867,0.001588909,0.03972468,0.00851375,0.0007094841,0.00146713,0.001607326,0.001491364,0.0002695234],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002268543,"about_ca_system_score_gemma":0.003293408,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008421766,"about_ca_topic_score_gemma":0.01711544,"domain_scores_codex":[0.9927584,0.002696481,0.002603508,0.0008797481,0.0007668321,0.0002949518],"domain_scores_gemma":[0.9815711,0.01297272,0.003181232,0.0005777596,0.001456428,0.0002407478],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001313212,0.00003295112,0.01055363,0.3556669,0.6247053,0.000132445,0.00008406422,0.0004263228,0.0001584347,0.00007963307,0.000581563,0.006265673],"study_design_scores_gemma":[0.0002850228,0.0001307158,0.005700294,0.01796356,0.9746183,0.0001006593,0.00004376836,0.0001813658,0.00006488716,0.00008458347,0.0008059501,0.00002094774],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.008817906,0.9892522,0.0003535376,0.0001587278,0.00009718988,0.0002607391,0.0008491179,0.00002361448,0.0001870157],"genre_scores_gemma":[0.2559183,0.7374937,0.002226087,0.0008294406,0.0002938852,0.001439994,0.00144597,0.0000329814,0.0003196156],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01750145,"threshold_uncertainty_score":0.05252886,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1002425554901333,"score_gpt":0.422661682671069,"score_spread":0.3224191271809357,"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."}}