{"id":"W2304957406","doi":"10.1093/ofid/ofu052.498","title":"790Predictors of Influenza Infection in Older Adults Presenting to Emergency Departments (EDs) in Toronto, Canada","year":2014,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Clinical Evaluative Sciences; North York General Hospital; William Osler Health System; University of Toronto; Toronto East General Hospital; University Health Network; Public Health Ontario; Mount Sinai Hospital","funders":"","keywords":"Medicine; Emergency department; Gerontology; Family medicine; Medical emergency; Nursing","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":[0.0003881658,0.0004537126,0.0004318916,0.0007775679,0.001367488,0.0007799073,0.0008226811,0.0004070823,0.005637801],"category_scores_gemma":[0.00231738,0.0003181281,0.0006271701,0.001476411,0.0002808829,0.0003250913,0.0007103992,0.0006017212,0.0004608567],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01717741,"about_ca_system_score_gemma":0.01607013,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.980148,"about_ca_topic_score_gemma":0.9884552,"domain_scores_codex":[0.999422,0.00005657308,0.00006480028,0.0001070225,0.0001460088,0.0002035382],"domain_scores_gemma":[0.9980105,0.0001289387,0.0004483846,0.00004306128,0.0007117614,0.0006573244],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002975718,0.00001351291,0.9966767,0.00002190918,0.00001866352,0.00005673132,0.00006664557,0.00009441537,0.00002739259,0.00002116258,0.001698726,0.001274514],"study_design_scores_gemma":[0.000008871905,0.00001697083,0.9978887,0.00005051452,0.00002056779,0.00007554118,0.0004120141,0.000642262,0.00002114311,0.00001781612,0.0008393874,0.000006178626],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9795433,0.001660702,0.0001977087,0.001410101,0.0001015288,0.00009417891,0.01191828,0.00003220188,0.005041984],"genre_scores_gemma":[0.9946635,0.0006695719,0.0002305496,0.0002254253,0.00003487067,0.00002757253,0.002968354,0.000004561261,0.001175594],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01985204,"threshold_uncertainty_score":0.1246314,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01696911182701914,"score_gpt":0.3480449176493701,"score_spread":0.331075805822351,"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."}}