{"id":"W4387327198","doi":"10.1001/jamanetworkopen.2023.36863","title":"Pediatric RSV-Associated Hospitalizations Before and During the COVID-19 Pandemic","year":2023,"lang":"en","type":"article","venue":"JAMA Network Open","topic":"Respiratory viral infections research","field":"Medicine","cited_by":78,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; McMaster University; Children's Hospital of Eastern Ontario; SickKids Foundation; University of Manitoba; Alberta Children's Hospital; McGill University Health Centre; McGill University; Public Health Agency of Canada; Montreal Children's Hospital; University of Toronto; Centre Hospitalier Universitaire Sainte-Justine; Dalhousie University; BC Children's Hospital; University of Calgary; Impact; Hospital for Sick Children; University of British Columbia","funders":"Medical Research Council; Public Health Agency; Public Health Agency of Canada","keywords":"Medicine; Pandemic; Pediatrics; Epidemiology; Coronavirus disease 2019 (COVID-19); Intensive care unit; Emergency medicine; Internal medicine; Disease","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0006160725,0.0003131581,0.0003863121,0.0008706117,0.0007312876,0.0007853066,0.0005446434,0.0004839088,0.000962417],"category_scores_gemma":[0.001821266,0.0001997613,0.000404705,0.001504949,0.000370442,0.000637416,0.0005228808,0.0005998236,0.00009963573],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003808696,"about_ca_system_score_gemma":0.005716351,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4177035,"about_ca_topic_score_gemma":0.5681067,"domain_scores_codex":[0.9989462,0.00008099392,0.00006854194,0.0001597362,0.0003179371,0.0004264721],"domain_scores_gemma":[0.9989058,0.00005431981,0.0004967229,0.00002771034,0.0002423215,0.0002731256],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003363456,0.000006559025,0.9983753,0.00001223843,0.00001951658,0.00007340091,0.0001013716,0.00004525835,0.00008826196,0.00001828469,0.0002103825,0.00101568],"study_design_scores_gemma":[8.331222e-7,0.00001089517,0.9995448,0.00001155425,0.000004578106,0.00006420849,0.0001707068,0.00003189056,0.00001763943,0.000003135089,0.0001384369,0.000001277752],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948866,0.0009668359,0.0000691988,0.0001558692,0.00001852268,0.00002435499,0.002761708,0.000009221825,0.00110781],"genre_scores_gemma":[0.9976314,0.0004959473,0.0000751902,0.00004936608,0.00001807706,0.00001347226,0.00161216,0.00000228406,0.0001020413],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4177035,"threshold_uncertainty_score":0.8305445,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06320053169171265,"score_gpt":0.3850458199571548,"score_spread":0.3218452882654422,"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."}}