{"id":"W2158171131","doi":"10.1086/667732","title":"Laboratory-Confirmed Pandemic H1N1 Influenza in Hospitalized Adults: Findings from the Canadian Nosocomial Infections Surveillance Program, 2009-2010","year":2012,"lang":"en","type":"article","venue":"Infection Control and Hospital Epidemiology","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; Jewish General Hospital; McGill University Health Centre; Royal University Hospital; Public Health Agency of Canada; University of Alberta Hospital; Mount Sinai Hospital; Alberta Hospital Edmonton","funders":"","keywords":"Pandemic; Medicine; Infection control; H1n1 pandemic; Coronavirus disease 2019 (COVID-19); Pandemic influenza; Influenza pandemic; Emergency medicine; Pediatrics; Environmental health; Intensive care medicine; Internal medicine; 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":[0.0007888189,0.0003419058,0.000357482,0.001010771,0.0008712034,0.0005352265,0.0008130562,0.0002858088,0.0005247054],"category_scores_gemma":[0.002072187,0.0002290769,0.0003098173,0.001917025,0.0002968634,0.0002891744,0.0004877915,0.0004690966,0.00007539753],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005652491,"about_ca_system_score_gemma":0.008596341,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9255959,"about_ca_topic_score_gemma":0.9731353,"domain_scores_codex":[0.9993004,0.00005049748,0.00008875898,0.00007750516,0.0003528947,0.0001299689],"domain_scores_gemma":[0.998866,0.0000640147,0.0002936491,0.00003208646,0.0005618634,0.0001824126],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000719728,0.00002468736,0.9965522,0.00005244463,0.00003624442,0.00003489517,0.000197142,0.0000300071,0.0001596576,0.00001208305,0.000624528,0.002204184],"study_design_scores_gemma":[0.00000368309,0.00001756203,0.9995084,0.000009659755,0.00001158241,0.00002743107,0.0002020468,0.00003585374,0.00004291282,0.000002200612,0.0001364225,0.000002215806],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9915128,0.0007983734,0.00006168854,0.0001357503,0.00001232054,0.0000704027,0.00646977,0.000006932929,0.0009319304],"genre_scores_gemma":[0.9961992,0.0004774037,0.0001353982,0.00007672962,0.00001168098,0.00002274609,0.002879075,0.000001393121,0.0001964162],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07440412,"threshold_uncertainty_score":0.1496845,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04246344947004381,"score_gpt":0.3607497265287033,"score_spread":0.3182862770586595,"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."}}