{"id":"W4390152303","doi":"10.1093/pch/pxad082","title":"Paediatric health system impact of an early respiratory viral season in Eastern Ontario, Canada: A descriptive analysis","year":2023,"lang":"en","type":"article","venue":"Paediatrics & Child Health","topic":"Respiratory viral infections research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agricultural Research Institute of Ontario; University of Ottawa; Ontario Stroke Network","funders":"","keywords":"Medicine; Respiratory system; Pediatrics; Pandemic; Intensive care unit; Cohort; Emergency medicine; Retrospective cohort study; Coronavirus disease 2019 (COVID-19); Internal medicine; Disease; Infectious disease (medical specialty)","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":[0.0004601034,0.0003054476,0.0003345441,0.001693901,0.001347736,0.001083437,0.0009623211,0.000293445,0.001551002],"category_scores_gemma":[0.001956888,0.000311255,0.000679195,0.004687917,0.00050918,0.0003899738,0.0009053132,0.0003658429,0.0001446621],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01675006,"about_ca_system_score_gemma":0.02204803,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9814725,"about_ca_topic_score_gemma":0.9881783,"domain_scores_codex":[0.9990826,0.00004159654,0.000104458,0.0001246265,0.0003475368,0.000299263],"domain_scores_gemma":[0.9973591,0.0001254933,0.001116665,0.00006870605,0.0009198057,0.0004102514],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001930606,0.000005618935,0.9986472,0.00002376074,0.00002220196,0.0000445409,0.0002522906,0.00005046905,0.0000526259,0.000013387,0.0002002678,0.0006684077],"study_design_scores_gemma":[9.154174e-7,0.000009459341,0.9992386,0.000009368271,0.000006628695,0.00002608532,0.0004455487,0.00004669738,0.0000121855,0.000001653395,0.0002006386,0.000002252186],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9886124,0.0005148523,0.00005572528,0.0001042702,0.000004874884,0.00005727321,0.009081269,0.00001110409,0.001558181],"genre_scores_gemma":[0.9963717,0.0003748716,0.00009862352,0.00003705602,0.000004785658,0.00002829754,0.002675988,0.000003769785,0.0004049177],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01852751,"threshold_uncertainty_score":0.1215308,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04108484247743202,"score_gpt":0.3468598431917142,"score_spread":0.3057750007142822,"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."}}