{"id":"W4313251188","doi":"10.1093/ofid/ofac664","title":"Burden of Severe Illness Associated With Laboratory-Confirmed Influenza in Adults Aged 50–64 Years, 2010–2011 to 2016–2017","year":2022,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trillium Health Centre; University Health Network; Health Sciences Centre; Toronto Public Health; Institute for Clinical Evaluative Sciences; The Scarborough Hospital; William Osler Health System; Public Health Ontario; University of Toronto; Dalhousie University; Sunnybrook Health Science Centre; Sinai Health System","funders":"","keywords":"Medicine; Pathogenic organism; Pediatrics; Gerontology; Intensive care medicine; Emergency medicine","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":[0.0002618718,0.0003074041,0.0002349046,0.0007760194,0.0005035643,0.0005339734,0.0004624345,0.0002600689,0.001286652],"category_scores_gemma":[0.001073411,0.0001663963,0.0004592462,0.001234554,0.0003230765,0.0003697362,0.0006871852,0.000457597,0.0001534728],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004498585,"about_ca_system_score_gemma":0.005117819,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.8068973,"about_ca_topic_score_gemma":0.8844658,"domain_scores_codex":[0.9996595,0.00002709932,0.00004133382,0.0000493285,0.0001124731,0.0001101754],"domain_scores_gemma":[0.9990402,0.00002235779,0.0003830504,0.00001843904,0.0002602807,0.000275737],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004820063,0.000007538494,0.9947413,0.000072615,0.00007524628,0.00006597002,0.0001220989,0.0001039275,0.0001177285,0.00002370599,0.002514509,0.002107031],"study_design_scores_gemma":[0.000001910902,0.000006867224,0.9993055,0.00002739982,0.00001207873,0.0000520238,0.000121975,0.00006313019,0.00001132278,0.000004644939,0.0003912633,0.000002025299],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.966283,0.003712975,0.0000844089,0.0009258639,0.00006958613,0.00004156842,0.02631427,0.00002564167,0.002542646],"genre_scores_gemma":[0.9881031,0.001865456,0.00007800616,0.0001306051,0.00005589041,0.00001685297,0.009327607,0.000003176494,0.0004192866],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8068973,"threshold_uncertainty_score":0.3884798,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02497887261789356,"score_gpt":0.3220298697605746,"score_spread":0.2970509971426811,"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."}}