{"id":"W2168766276","doi":"10.1186/cc10331","title":"When should a diagnosis of influenza be considered in adults requiring intensive care unit admission? Results of population-based active surveillance in Toronto","year":2011,"lang":"en","type":"article","venue":"Critical Care","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Credit Valley Hospital; Provincial Laboratory of Public Health; Mount Sinai Hospital; Rockwell Automation (Canada); University of Calgary; The Scarborough Hospital; Canada Research Chairs; University of Toronto; Public Health Agency of Canada; Sunnybrook Health Science Centre; North York General Hospital; Health Sciences Centre","funders":"Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung","keywords":"Medicine; Pneumonia; Intensive care unit; Pandemic; Logistic regression; Odds ratio; Emergency medicine; Intensive care medicine; Internal medicine; Influenza-like illness; Human mortality from H5N1; Respiratory infection; Population; Pediatrics; Respiratory system; Virus; Immunology; Coronavirus disease 2019 (COVID-19); Disease; Environmental health; Infectious disease (medical specialty)","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0003761704,0.0002439135,0.0002527536,0.0004389491,0.0005189664,0.0006757485,0.0005019282,0.0003461009,0.0009709386],"category_scores_gemma":[0.002966821,0.0002254884,0.0002652141,0.0008622466,0.0003680249,0.0002914768,0.0005862304,0.0003441769,0.0001233368],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004873459,"about_ca_system_score_gemma":0.002220031,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6898965,"about_ca_topic_score_gemma":0.7208819,"domain_scores_codex":[0.9995692,0.00007805884,0.00005562877,0.00007564985,0.0001208661,0.0001005848],"domain_scores_gemma":[0.9979833,0.0001998872,0.0006985844,0.00006510234,0.0005474537,0.00050552],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005473585,0.000007327229,0.9980056,0.00001685368,0.00001798179,0.00007690175,0.0003690561,0.00005520257,0.0001638818,0.000007822068,0.0001722283,0.001052323],"study_design_scores_gemma":[0.000001854511,0.0000200637,0.9994802,0.000008041005,0.000007639342,0.00002901391,0.0002774359,0.00009055618,0.00002113411,0.000001760146,0.00006072915,0.000001540587],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985922,0.0002532885,0.00003041249,0.0001050885,0.00000439166,0.00000773265,0.0005183654,0.000003614559,0.0004848212],"genre_scores_gemma":[0.9994738,0.0001122601,0.00002368795,0.00002157979,0.000004023463,0.000002863311,0.0002797749,6.243514e-7,0.00008133927],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3101035,"threshold_uncertainty_score":0.6238595,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2154982473753199,"score_gpt":0.447257717061064,"score_spread":0.2317594696857441,"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."}}