{"id":"W2121819216","doi":"10.1186/1753-6561-5-s6-p81","title":"Laboratory-confirmed pandemic H1N1 influenca in hospitalized adults – findings from the Canadian Nosocomial Infection Surveillance Program (CNISP), 2009-10","year":2011,"lang":"en","type":"article","venue":"BMC Proceedings","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan; Jewish General Hospital; University of Ottawa; McGill University; University of Toronto; Public Health Agency of Canada","funders":"","keywords":"Pandemic; Medicine; Epidemiology; Epidemiological surveillance; Pandemic influenza; H1n1 pandemic; Coronavirus disease 2019 (COVID-19); H1N1 influenza; Influenza A virus; Virology; Human mortality from H5N1; Emergency medicine; Environmental health; Virus; Medical emergency; 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":[0.0004600955,0.0003234269,0.000344068,0.0006615357,0.0009533837,0.0004357599,0.0005076143,0.0002360384,0.0008275049],"category_scores_gemma":[0.001039268,0.0002647912,0.0002217407,0.001184424,0.00029589,0.0002293947,0.0002895891,0.0002845877,0.0001320296],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004248152,"about_ca_system_score_gemma":0.00533935,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8370615,"about_ca_topic_score_gemma":0.905948,"domain_scores_codex":[0.9996198,0.00002629565,0.00003528458,0.00005115344,0.0001577143,0.0001095796],"domain_scores_gemma":[0.9995502,0.00003761576,0.00009395448,0.00001731734,0.0001801393,0.0001206438],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000101624,0.00003697573,0.9969769,0.00002839097,0.00001957499,0.00009491025,0.0001680806,0.00002279039,0.0002780274,0.00001105524,0.0005168467,0.001744926],"study_design_scores_gemma":[0.000004785668,0.00004510929,0.9994429,0.000005568694,0.000008326191,0.00007100248,0.0001218956,0.00003724287,0.00005495355,0.000002882781,0.0002036356,0.00000183506],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969062,0.0002787455,0.00002510064,0.00004351664,0.000004167492,0.00004172967,0.002114083,0.000003294105,0.0005830992],"genre_scores_gemma":[0.9971837,0.000221746,0.00009379222,0.00005943828,0.000008015786,0.00001780477,0.002224775,0.000001208376,0.0001896278],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1629385,"threshold_uncertainty_score":0.3277962,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06144685301545801,"score_gpt":0.3258809947373639,"score_spread":0.2644341417219059,"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."}}