{"id":"W3135234781","doi":"10.1136/bmjgast-2020-000571","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":2021,"lang":"en","type":"review","venue":"BMJ Open Gastroenterology","topic":"COVID-19 Clinical Research Studies","field":"Medicine","cited_by":62,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Meta-analysis; Coronavirus disease 2019 (COVID-19); Intensive care; Mortality rate; Intensive care medicine; 2019-20 coronavirus outbreak; Emergency medicine; Internal medicine; Pathology; 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":[{"model":"gemma","categories":[],"domain":null,"study_design":"meta_analysis","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"systematic_review","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0099556,0.00252434,0.01857473,0.007409313,0.0006383662,0.00302695,0.001964704,0.002210652,0.002816147],"category_scores_gemma":[0.02806777,0.001619552,0.03988563,0.009217527,0.0007074738,0.001565088,0.001617667,0.001521063,0.0002412383],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002236641,"about_ca_system_score_gemma":0.003261809,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007867352,"about_ca_topic_score_gemma":0.01566797,"domain_scores_codex":[0.9930267,0.002620933,0.002478741,0.0008370795,0.0007668243,0.0002697293],"domain_scores_gemma":[0.9830258,0.01182254,0.003086747,0.0004955181,0.001348277,0.0002210696],"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":[0.001234365,0.00002723684,0.008440288,0.3967956,0.5848916,0.0001345662,0.00008416359,0.0004354581,0.0001598083,0.00007990426,0.0005426126,0.007174392],"study_design_scores_gemma":[0.0002608443,0.0001260602,0.005249266,0.02134917,0.971673,0.0001131695,0.00004554399,0.0001484136,0.0000673103,0.00008730726,0.0008582746,0.00002166475],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0060347,0.9924322,0.0003061404,0.0001336764,0.00008465955,0.0001997432,0.0006290287,0.00001759613,0.0001622184],"genre_scores_gemma":[0.1807641,0.8139136,0.001799657,0.0006793556,0.0002454506,0.001183633,0.001122478,0.00002619305,0.0002655108],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01857473,"threshold_uncertainty_score":0.05265087,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1557304623755912,"score_gpt":0.5040480797345464,"score_spread":0.3483176173589552,"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."}}