{"id":"W2754132461","doi":"10.1093/ofid/ofx163.737","title":"Burden of Hospitalization Associated with Seasonal Influenza in Toronto, Canada, 2011–2016","year":2017,"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":"Public Health Ontario; Toronto Public Health; Institute for Clinical Evaluative Sciences; William Osler Health System; University of Toronto; Toronto East General Hospital; North York General Hospital; Mount Sinai Hospital","funders":"","keywords":"Medicine; Incidence (geometry); Seasonal influenza; Population; COPD; Pediatrics; Emergency medicine; Demography; Disease; Internal medicine; Coronavirus disease 2019 (COVID-19); 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":[0.0003526423,0.0006707889,0.0004856636,0.001936391,0.001986671,0.001527613,0.0009561714,0.0003604326,0.003755863],"category_scores_gemma":[0.001698165,0.0003199943,0.0009169957,0.005006385,0.000589256,0.0004467008,0.001209962,0.0007474219,0.0003167104],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0476006,"about_ca_system_score_gemma":0.05445313,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9965999,"about_ca_topic_score_gemma":0.9975115,"domain_scores_codex":[0.9989875,0.0000555992,0.0001139166,0.0001356907,0.0003909668,0.0003163137],"domain_scores_gemma":[0.9969699,0.00005929267,0.0005758237,0.00005505537,0.00146664,0.0008733727],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001667787,0.00001758254,0.9718012,0.0003996748,0.0002545591,0.0002994734,0.000720303,0.000544956,0.0003835949,0.00023047,0.01641373,0.008767634],"study_design_scores_gemma":[0.000009343273,0.0000207658,0.9944732,0.0001562551,0.00008042704,0.000163618,0.001038807,0.0004468527,0.00007383385,0.0000252413,0.003494446,0.00001724668],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8078394,0.01661601,0.000388714,0.003178889,0.0002271524,0.000148723,0.1590617,0.0001617614,0.01237773],"genre_scores_gemma":[0.9671547,0.005588791,0.0003608676,0.0002944544,0.00007812472,0.00003487708,0.02399012,0.00001665832,0.00248136],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0476006,"threshold_uncertainty_score":0.3453681,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02392554917307015,"score_gpt":0.3425702701779417,"score_spread":0.3186447210048715,"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."}}