{"id":"W2773059633","doi":"10.1111/irv.12497","title":"Burden of influenza, respiratory syncytial virus, and other respiratory viruses and the completeness of respiratory viral identification among respiratory inpatients, Canada, 2003‐2014","year":2017,"lang":"en","type":"article","venue":"Influenza and Other Respiratory Viruses","topic":"Respiratory viral infections research","field":"Medicine","cited_by":68,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Agency of Canada","funders":"Public Health Agency of Canada; World Health Organization","keywords":"Medicine; Respiratory system; Population; Influenza A virus; Virus; Intensive care medicine; Internal medicine; Virology; Environmental health","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.004854104,0.001166914,0.002128829,0.001115363,0.001756156,0.0004744779,0.001244529,0.0007803453,0.0001937952],"category_scores_gemma":[0.003675898,0.000954641,0.0002786596,0.0006806938,0.008002869,0.001271356,0.0009284386,0.001252888,0.00003086261],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003460385,"about_ca_system_score_gemma":0.002199944,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.09972541,"about_ca_topic_score_gemma":0.05021542,"domain_scores_codex":[0.9897984,0.001923798,0.003515599,0.001649613,0.001971754,0.001140871],"domain_scores_gemma":[0.9905202,0.0007376854,0.003020227,0.003480444,0.001452005,0.0007893764],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003724115,0.0002238086,0.913646,0.0007749349,0.0005548144,0.00005113101,0.0008512742,0.00005730442,0.07171475,0.00227542,0.003081915,0.003044531],"study_design_scores_gemma":[0.008868318,0.001079977,0.2796873,0.0005543238,0.0003257266,0.000008388825,0.0003863595,0.00003926168,0.03639341,0.0001272717,0.6717129,0.0008166547],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9787863,0.01585118,0.00002886956,0.00001771941,0.0004311084,0.002601711,0.0005722127,0.000123536,0.001587335],"genre_scores_gemma":[0.8627107,0.00002292723,0.00004925202,0.1352555,0.0009793009,0.0005333803,0.000001137209,0.0004058143,0.00004204443],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.668631,"threshold_uncertainty_score":0.9995434,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1219804198884947,"score_gpt":0.3867700711985326,"score_spread":0.264789651310038,"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."}}