{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006083035,0.0002662583,0.0007692543,0.0003671169,0.0004549736,0.00001844978,0.00006482875,0.0002731151,0.0001784395],"category_scores_gemma":[0.004264224,0.0002388591,0.0002237535,0.0001271319,0.0001693249,0.0001487552,0.0000656289,0.0002468756,0.0001222693],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003744297,"about_ca_system_score_gemma":0.00008659179,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.06415226,"about_ca_topic_score_gemma":0.02166465,"domain_scores_codex":[0.9978496,0.0002141904,0.0006017179,0.0004772741,0.0001267476,0.0007304443],"domain_scores_gemma":[0.9974961,0.001184368,0.0001709809,0.0002153195,0.0002524437,0.0006807842],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004013866,0.0001800495,0.8878183,0.0000746631,0.0003657995,0.00003023431,0.000572136,0.00004457917,0.00005425207,0.0006025044,0.08801645,0.02183966],"study_design_scores_gemma":[0.005617792,0.004415415,0.7024014,0.0000304546,0.0002718148,0.00001356445,0.00007739884,0.00142181,0.000009596496,0.0008844502,0.2844848,0.0003715156],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9714679,0.003792966,0.0006144395,0.0196966,0.0007867853,0.002180365,0.0003246531,0.0001269728,0.001009347],"genre_scores_gemma":[0.9854597,0.001318688,0.0003653902,0.009792488,0.001556944,0.0008060842,0.00005305322,0.00003068242,0.0006169882],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1964683,"threshold_uncertainty_score":0.9961874,"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."}}