{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001102613,0.0004875833,0.000478253,0.002135928,0.001624505,0.001306054,0.001363872,0.0003174589,0.001425388],"category_scores_gemma":[0.00401233,0.000372578,0.001121494,0.004204186,0.000512604,0.0003774745,0.0008111313,0.0007847258,0.0001757097],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04827261,"about_ca_system_score_gemma":0.07026414,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9972346,"about_ca_topic_score_gemma":0.9974317,"domain_scores_codex":[0.9986627,0.00007079606,0.0001268075,0.0001912186,0.0006633973,0.0002851289],"domain_scores_gemma":[0.9967381,0.0001180204,0.0006367401,0.00008241275,0.001951201,0.0004734573],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009112559,0.00001950519,0.9886452,0.0001930018,0.0002228347,0.0000599037,0.0002728856,0.0006227913,0.0001338107,0.0002555924,0.004107013,0.005376457],"study_design_scores_gemma":[0.000007017255,0.00001248802,0.9965702,0.000119883,0.00009140105,0.00007442952,0.0004126004,0.0008654632,0.000108486,0.0000349191,0.001692214,0.00001084516],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8702212,0.007585492,0.001041122,0.001851449,0.00007477852,0.0001886424,0.1133126,0.00007436726,0.00565034],"genre_scores_gemma":[0.9712804,0.003616066,0.001119854,0.0002222488,0.0000229177,0.00006440909,0.02201187,0.00001408615,0.001648041],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04827261,"threshold_uncertainty_score":0.3502439,"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."}}