{"id":"W1579172813","doi":"10.1111/irv.12011","title":"Statistical estimates of respiratory admissions attributable to seasonal and pandemic influenza for Canada","year":2012,"lang":"en","type":"article","venue":"Influenza and Other Respiratory Viruses","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":70,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Institute for Health Information; University of Toronto; Mount Sinai Hospital; Public Health Agency of Canada","funders":"Public Health Agency; Public Health Agency of Canada","keywords":"Pandemic; Medicine; Seasonal influenza; Poisson regression; Pneumonia; Influenza A virus; Pandemic influenza; Coronavirus disease 2019 (COVID-19); Demography; Pediatrics; Emergency medicine; Virus; Virology; Environmental health; Internal medicine; Population; Infectious disease (medical specialty); Disease","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":[0.004862708,0.0007578994,0.001055373,0.007041439,0.001248935,0.001433805,0.002048226,0.0004174401,0.004917897],"category_scores_gemma":[0.02999699,0.000465815,0.001968819,0.01276229,0.0007064783,0.0005195158,0.001394742,0.001134746,0.0003967904],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04137609,"about_ca_system_score_gemma":0.04815753,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9948286,"about_ca_topic_score_gemma":0.9874454,"domain_scores_codex":[0.9937016,0.001098913,0.0008643561,0.0008259952,0.002829639,0.0006794636],"domain_scores_gemma":[0.9830403,0.003694534,0.002954906,0.000760165,0.008538878,0.001011229],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004247451,0.00003086224,0.9353952,0.0008043597,0.001882909,0.0001218845,0.0004111011,0.005109018,0.0001380202,0.002376482,0.02962432,0.02368109],"study_design_scores_gemma":[0.00007428679,0.00004531525,0.9795772,0.0002126448,0.0004005697,0.0001169276,0.0004920203,0.006038367,0.000126584,0.0005529163,0.01231069,0.00005239874],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.4413819,0.01719299,0.009163161,0.003819674,0.0004583045,0.001079769,0.5067751,0.0007821528,0.01934689],"genre_scores_gemma":[0.8971707,0.006608372,0.0039246,0.0003482077,0.0001012695,0.0004844596,0.08585848,0.0001087872,0.005395098],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04137609,"threshold_uncertainty_score":0.3002059,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.276551389749383,"score_gpt":0.4579431708591961,"score_spread":0.1813917811098131,"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."}}