{"id":"W4318819580","doi":"10.1016/j.ajic.2023.01.017","title":"Impact of the COVID-19 pandemic on healthcare-associated viral respiratory infections at a tertiary care pediatric hospital","year":2023,"lang":"en","type":"article","venue":"American Journal of Infection Control","topic":"Respiratory viral infections research","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"Montreal Children's Hospital; McGill University Health Centre; McGill University","funders":"","keywords":"Medicine; Pandemic; Psychological intervention; Incidence (geometry); Respiratory system; Coronavirus disease 2019 (COVID-19); Infection control; Health care; Intensive care medicine; Masking (illustration); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Emergency medicine; 2019-20 coronavirus outbreak; Public health; Pediatrics; Virology; Internal medicine; Outbreak; Nursing; Infectious disease (medical specialty); Disease","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.001003613,0.0004075498,0.0003042157,0.0004135104,0.002293504,0.002162632,0.0008488552,0.001437234,0.005199974],"category_scores_gemma":[0.003762383,0.0003083099,0.0005210991,0.0006605542,0.0009371454,0.001201914,0.00324431,0.002558473,0.0002998464],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006133529,"about_ca_system_score_gemma":0.01105959,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08392809,"about_ca_topic_score_gemma":0.1583071,"domain_scores_codex":[0.9972386,0.0005858731,0.0001591474,0.0001785712,0.0004122852,0.001425444],"domain_scores_gemma":[0.9958663,0.0002886615,0.0008996296,0.0000703878,0.000502346,0.002372707],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001319012,0.000248784,0.9757215,0.00008150451,0.00008725432,0.004311708,0.00133768,0.0006941467,0.000619056,0.001194514,0.006635468,0.008936529],"study_design_scores_gemma":[0.00001605945,0.0002728819,0.9789315,0.000131199,0.00002950932,0.001468004,0.0144796,0.000687753,0.000165289,0.0001744465,0.003626529,0.00001726875],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9815672,0.000610935,0.0001197465,0.009360624,0.0002180623,0.00005661641,0.001134216,0.00002337285,0.006909112],"genre_scores_gemma":[0.9966719,0.0004880089,0.0001529929,0.001723237,0.0001554409,0.00001740015,0.0003988105,0.000007996137,0.0003842206],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08392809,"threshold_uncertainty_score":0.1668791,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03245002510864327,"score_gpt":0.3914303482244918,"score_spread":0.3589803231158485,"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."}}