{"id":"W2051931483","doi":"10.1197/j.aem.2004.11.020","title":"Influenza and Emergency Department Utilization by Elders","year":2005,"lang":"en","type":"article","venue":"Academic Emergency Medicine","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Clinical Evaluative Sciences; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Emergency department; Confidence interval; Outbreak; Respiratory infection; Pediatrics; Influenza A virus; Retrospective cohort study; Epidemiology; Internal medicine; Emergency medicine; Respiratory system; Demography; Virus; Immunology; Virology","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":[0.0002995701,0.0001135928,0.0001292347,0.0004104215,0.0001774172,0.0002777361,0.0001408291,0.0001568918,0.001022129],"category_scores_gemma":[0.001654165,0.00009745726,0.0002410974,0.0003850163,0.0001335211,0.0002085875,0.0002418064,0.0002312371,0.00008850533],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005463598,"about_ca_system_score_gemma":0.0002878315,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02807119,"about_ca_topic_score_gemma":0.03366419,"domain_scores_codex":[0.9998035,0.00004849778,0.00002660898,0.00002887647,0.00004842826,0.00004423444],"domain_scores_gemma":[0.9990993,0.00009781781,0.0004850909,0.00002473651,0.0001152129,0.0001779353],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002622566,0.000005460658,0.9991627,0.000005500096,0.00001460891,0.0000397159,0.00003844855,0.00002685588,0.00004553476,0.000004103088,0.00007967331,0.0005512251],"study_design_scores_gemma":[8.654898e-7,0.00001597818,0.9997009,0.000004248349,0.000004125911,0.0000837986,0.00005131468,0.00006720973,0.00001156495,0.000002086876,0.00005718804,6.669001e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990454,0.000340741,0.00001771806,0.00007269518,0.000004065073,0.000001704125,0.0002989854,0.000001320913,0.0002173763],"genre_scores_gemma":[0.9995709,0.0001186184,0.00001862873,0.00001502171,0.000007825644,0.000001275663,0.0002077798,3.312637e-7,0.00005956438],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02807119,"threshold_uncertainty_score":0.05581558,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1895705253586417,"score_gpt":0.4631508070175586,"score_spread":0.2735802816589169,"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."}}