{"id":"W3011574511","doi":"10.1017/ice.2020.22","title":"Influenza surveillance case definitions miss a substantial proportion of older adults hospitalized with laboratory-confirmed influenza: A report from the Canadian Immunization Research Network (CIRN) Serious Outcomes Surveillance (SOS) Network","year":2020,"lang":"en","type":"article","venue":"Infection Control and Hospital Epidemiology","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Saint John Regional Hospital; Mount Sinai Hospital; Dalhousie University; Health Sciences North; Nova Scotia Health Authority; Centres Intégré Universitaires de Santé et de Services Sociaux; Izaak Walton Killam Health Centre","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Interquartile range; Confidence interval; Young adult; Cohort study; Pediatrics; Influenza-like illness; Cohort; Internal medicine; Immunology","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":[0.005024594,0.000409817,0.0004609694,0.001087129,0.0006407858,0.0008019552,0.001404911,0.0005135069,0.0004737942],"category_scores_gemma":[0.01852351,0.000252229,0.0004952694,0.001651829,0.0003437829,0.0004940444,0.0006670108,0.0006767884,0.00008281844],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003857672,"about_ca_system_score_gemma":0.005233869,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7241897,"about_ca_topic_score_gemma":0.7727599,"domain_scores_codex":[0.9965878,0.0004331614,0.0004253431,0.0003555041,0.001822644,0.0003756078],"domain_scores_gemma":[0.9889143,0.00164694,0.003191659,0.0005665798,0.004919437,0.000760973],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005511768,0.00000952582,0.9895388,0.00006088683,0.00006948019,0.00005367299,0.0002763108,0.00005167729,0.00009878207,0.00004958792,0.002722375,0.007013696],"study_design_scores_gemma":[0.00000523009,0.00001199966,0.9988336,0.00005151718,0.0000323429,0.00006765216,0.0001709145,0.0002131172,0.00002950286,0.00001069216,0.000569357,0.000004084638],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9783049,0.008511635,0.0008300543,0.00208576,0.0001275563,0.0001222488,0.006515171,0.00004119624,0.003461513],"genre_scores_gemma":[0.9952323,0.00123552,0.0002051529,0.0004356021,0.00005701277,0.00002077123,0.002703043,0.000004569243,0.0001059962],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2758103,"threshold_uncertainty_score":0.5548692,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07594035774049158,"score_gpt":0.3658825924741337,"score_spread":0.2899422347336421,"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."}}