{"id":"W1974001771","doi":"10.1086/501985","title":"Nosocomial Influenza at a Canadian Pediatric Hospital From 1995 to 1999: Opportunities for Prevention","year":2002,"lang":"en","type":"article","venue":"Infection Control and Hospital Epidemiology","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children's Hospital of Eastern Ontario","funders":"","keywords":"Medicine; Emergency medicine; Pediatrics; Cross infection; Intensive care unit; Paediatric intensive care unit; Intensive care medicine; Pediatric hospital","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":[0.000845144,0.0004701759,0.000345461,0.001135282,0.002379631,0.0008891387,0.001250688,0.0006552309,0.001408141],"category_scores_gemma":[0.002578226,0.0003488064,0.0003338391,0.002714393,0.0004777571,0.0006352579,0.0008173784,0.00112055,0.0001578153],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02387717,"about_ca_system_score_gemma":0.03956657,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9811502,"about_ca_topic_score_gemma":0.9927728,"domain_scores_codex":[0.9984899,0.00009691455,0.00006142055,0.00008311166,0.000562993,0.000705656],"domain_scores_gemma":[0.9978986,0.00007428889,0.0004226538,0.00003044141,0.001049569,0.0005244184],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001741954,0.00006852993,0.9756786,0.000153231,0.00005221703,0.0005025359,0.000992283,0.0001013888,0.0002378148,0.00009220216,0.00390058,0.01804657],"study_design_scores_gemma":[0.000009855197,0.00005157927,0.9963523,0.00006150477,0.00002754664,0.0002052604,0.001328594,0.00009835354,0.00009550624,0.00001287928,0.001747816,0.000008798812],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9836962,0.004735698,0.0001542645,0.002673601,0.00004522143,0.0001091085,0.00328416,0.00001860758,0.005283086],"genre_scores_gemma":[0.9937136,0.003315885,0.0002951655,0.0004025142,0.00003206175,0.00003006341,0.001294004,0.000003298193,0.0009134707],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02387717,"threshold_uncertainty_score":0.1732418,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1487676319898512,"score_gpt":0.3708020964636365,"score_spread":0.2220344644737853,"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."}}