{"id":"W2001864099","doi":"10.1111/j.1750-2659.2008.00035.x","title":"Role of influenza and other respiratory viruses in admissions of adults to Canadian hospitals","year":2008,"lang":"en","type":"article","venue":"Influenza and Other Respiratory Viruses","topic":"Respiratory viral infections research","field":"Medicine","cited_by":86,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; Public Health Agency of Canada","funders":"Health Canada","keywords":"Medicine; Poisson regression; Population; Respiratory system; Epidemiology; Influenza A virus; Seasonal influenza; Demography; Pediatrics; Virus; Coronavirus disease 2019 (COVID-19); Immunology; Environmental health; Internal medicine; Disease; Infectious disease (medical specialty)","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"],"consensus_categories":[],"category_scores_codex":[0.0006634725,0.0004049187,0.000796948,0.001657559,0.000197829,0.00002764727,0.0002402372,0.0003395842,0.0004053638],"category_scores_gemma":[0.001387376,0.0003650428,0.0001150588,0.000952082,0.0005879129,0.0002775535,0.0001310006,0.0004066792,0.00005707614],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000158907,"about_ca_system_score_gemma":0.001241696,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04207727,"about_ca_topic_score_gemma":0.03598357,"domain_scores_codex":[0.9967639,0.0002676365,0.001195727,0.0006118654,0.000527987,0.0006328866],"domain_scores_gemma":[0.9972994,0.0001890639,0.0002606542,0.0007645439,0.0003086792,0.001177657],"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":[0.0007859812,0.000157391,0.9429788,0.0001449381,0.00007438345,0.00004226877,0.001736017,0.0000237956,0.05192668,0.0002826866,0.0004501911,0.001396868],"study_design_scores_gemma":[0.002046298,0.00126466,0.2490829,0.0004636985,0.0000248279,0.0000137912,0.0003775021,0.000003615894,0.03669944,0.00004833877,0.7096759,0.0002989598],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9890855,0.006384808,0.000001554062,0.000009060105,0.0000396861,0.00103673,0.0001567856,0.00005315775,0.003232701],"genre_scores_gemma":[0.7426184,0.000004915791,0.0001352492,0.2568458,0.0001184236,0.000139233,1.013751e-7,0.0001278322,0.000009999017],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7092257,"threshold_uncertainty_score":0.9998801,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1334470969196909,"score_gpt":0.4014930282016185,"score_spread":0.2680459312819277,"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."}}