{"id":"W3013221441","doi":"10.1101/2020.03.25.20043745","title":"Prevalence, Severity and Mortality associated with COPD and Smoking in patients with COVID-19: A Rapid Systematic Review and Meta-Analysis","year":2020,"lang":"en","type":"preprint","venue":"medRxiv","topic":"COVID-19 Clinical Research Studies","field":"Medicine","cited_by":181,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"COPD; Medicine; Meta-analysis; Case fatality rate; Internal medicine; Confidence interval; Coronavirus disease 2019 (COVID-19); Pulmonary disease; Mortality rate; Disease; Infectious disease (medical specialty); Epidemiology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.02034242,0.003032089,0.02175653,0.01130581,0.0007979034,0.004177109,0.002404561,0.002403133,0.004524706],"category_scores_gemma":[0.04600049,0.002051216,0.054887,0.009482918,0.0007292743,0.002323636,0.002456172,0.002118008,0.0004753948],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003809456,"about_ca_system_score_gemma":0.0050213,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006779123,"about_ca_topic_score_gemma":0.0147734,"domain_scores_codex":[0.9848091,0.006544251,0.005084429,0.001433932,0.001643082,0.0004851716],"domain_scores_gemma":[0.9744291,0.01808085,0.003969173,0.0009274345,0.002299009,0.0002943104],"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":[0.0008620841,0.0000208358,0.003148905,0.4221456,0.5656979,0.0001173331,0.00009082219,0.0004558055,0.0001705814,0.0001213342,0.0006277654,0.006540935],"study_design_scores_gemma":[0.0003125111,0.0001186589,0.002469917,0.03059148,0.9645545,0.00008263672,0.00004128281,0.0001737412,0.00006853817,0.0001612237,0.001399174,0.00002635376],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.005274531,0.9904472,0.001199442,0.0003036238,0.0001998485,0.000923291,0.001332838,0.00005298797,0.0002663522],"genre_scores_gemma":[0.179457,0.8046488,0.006470387,0.001374072,0.0003914309,0.004932117,0.002099818,0.0000734139,0.0005530377],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9782435,"threshold_uncertainty_score":0.1075823,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1223913424526822,"score_gpt":0.4111840473067059,"score_spread":0.2887927048540238,"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."}}