{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001537234,0.0001170134,0.0002046303,0.0001348738,0.0008012229,0.0002745913,0.0002848978,0.0001310706,0.0002016633],"category_scores_gemma":[0.001524957,0.00008243768,0.00004662453,0.002222897,0.00008604968,0.0002146474,0.0005700531,0.000356411,0.0001505308],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002234804,"about_ca_system_score_gemma":0.0002447673,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002459203,"about_ca_topic_score_gemma":0.0004636426,"domain_scores_codex":[0.9985529,0.0002510049,0.0002477173,0.0002665735,0.00027377,0.0004080373],"domain_scores_gemma":[0.9989396,0.000276911,0.00008423191,0.0003490705,0.00009780882,0.0002523514],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003764899,0.00002346507,0.9573447,0.00003977637,0.0000537305,0.00003580664,0.000227687,0.0009071733,0.00001403471,0.0001950181,0.04068718,0.0004337576],"study_design_scores_gemma":[0.001350964,0.0001399936,0.9775102,0.00002235079,0.00005103881,0.00003210746,0.00009275236,0.0009760106,0.000001474161,0.0004998529,0.01923345,0.00008986084],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9917325,0.0002618533,0.00002822134,0.004289792,0.0001147225,0.001232319,0.00001255706,0.0002194694,0.002108544],"genre_scores_gemma":[0.9901108,0.0006569676,0.0000162601,0.001711502,0.0007430573,0.0002128044,0.0000601439,0.00003425493,0.006454172],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02145373,"threshold_uncertainty_score":0.616244,"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."}}