{"id":"W3048118724","doi":"10.1093/infdis/jiaa477","title":"Relative Severity of Common Human Coronaviruses and Influenza in Patients Hospitalized With Acute Respiratory Infection: Results From 8-Year Hospital-Based Surveillance in Quebec, Canada","year":2020,"lang":"en","type":"article","venue":"The Journal of Infectious Diseases","topic":"Respiratory viral infections research","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre hospitalier de l'Université Laval; Institut National de Santé Publique du Québec","funders":"Ministère de la Santé et des Services sociaux","keywords":"Medicine; Pneumonia; Etiology; Case fatality rate; Respiratory tract infections; Respiratory system; Epidemiology; Intensive care unit; Pediatrics; Respiratory infection; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0008835378,0.0004884162,0.0004925163,0.001277993,0.001389411,0.0009485417,0.001319172,0.0004838827,0.001420958],"category_scores_gemma":[0.002559276,0.0002374396,0.0006669886,0.002937747,0.0005281352,0.00044783,0.0007155222,0.0005893349,0.0001728823],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01958598,"about_ca_system_score_gemma":0.01649526,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9917462,"about_ca_topic_score_gemma":0.9925364,"domain_scores_codex":[0.9990208,0.00009372158,0.0001048955,0.0001801504,0.0003478621,0.000252477],"domain_scores_gemma":[0.9963536,0.0001780985,0.0008524095,0.00007422014,0.001886401,0.0006552586],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000312411,0.000007392984,0.9982244,0.0000199551,0.00003883812,0.00001909419,0.00007219202,0.00007932441,0.00005516425,0.00001192102,0.0004282264,0.001012215],"study_design_scores_gemma":[0.000002981082,0.00001317668,0.9994112,0.00001535098,0.00001331419,0.00002222675,0.0001666965,0.0001576486,0.00001596035,0.000002597967,0.0001756475,0.000003230741],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9800951,0.002255339,0.0002566302,0.0003257292,0.00002240204,0.00007678795,0.01476329,0.00003110967,0.002173554],"genre_scores_gemma":[0.9948215,0.000571631,0.000214773,0.00009086105,0.000007397437,0.0000168031,0.003918695,0.000005114652,0.0003531894],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01958598,"threshold_uncertainty_score":0.1421069,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02024622625093343,"score_gpt":0.2996000411526474,"score_spread":0.279353814901714,"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."}}