{"id":"W4403214972","doi":"10.1093/ofid/ofae601","title":"Burden of Illness Associated With Respiratory Syncytial Virus, Influenza, and Coronavirus Disease 2019 in Infants and Young Children in Ontario, Canada, 2018–2023: A Population-Based Canadian Immunization Research Network Study","year":2024,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Respiratory viral infections research","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; Hospital for Sick Children; Institute for Clinical Evaluative Sciences; Ottawa Hospital; University Health Network; University of Toronto","funders":"Department of Family and Community Medicine, University of Toronto; Canadian Institutes of Health Research; Canadian Immunization Research Network; University of Toronto; Canada Research Chairs; Ontario Ministry of Health and Long-Term Care; Public Health Agency; Institute for Clinical Evaluative Sciences; Public Health Agency of Canada","keywords":"Medicine; Immunization; Respiratory illness; Pediatrics; Virus; Population; Virology; Pandemic; Coronavirus disease 2019 (COVID-19); Vaccination; Respiratory system; Immunology; Environmental health; Internal medicine; Antibody; 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":[0.0004710457,0.0005728367,0.0005647891,0.001513894,0.002216243,0.001095964,0.00146583,0.000481156,0.001215875],"category_scores_gemma":[0.001244777,0.0004806584,0.001058005,0.004508348,0.0006110086,0.0004886937,0.0009932569,0.000720917,0.0002098385],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03895701,"about_ca_system_score_gemma":0.03794849,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9954945,"about_ca_topic_score_gemma":0.9974118,"domain_scores_codex":[0.9990143,0.00003760549,0.00008135803,0.0001492016,0.0003895808,0.0003280099],"domain_scores_gemma":[0.9985009,0.00003197804,0.000342621,0.00003970277,0.0006917636,0.0003930704],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003761492,0.00001482479,0.9961771,0.00005204868,0.00007591672,0.0000840586,0.0004162137,0.00008850317,0.0001197958,0.00004263532,0.001661078,0.001230153],"study_design_scores_gemma":[0.000003874376,0.000009503588,0.9986206,0.00002500518,0.00002346881,0.00004557447,0.000511698,0.0001152188,0.00001882198,0.000006790391,0.0006136196,0.000005712747],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9613561,0.00162044,0.0001152328,0.0005342769,0.00002888359,0.0001095865,0.03363568,0.00002563121,0.002574086],"genre_scores_gemma":[0.989862,0.0009539615,0.0001902826,0.0001345076,0.00001397119,0.00006294981,0.007926726,0.000006203219,0.0008494733],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03895701,"threshold_uncertainty_score":0.2826542,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03815128880450765,"score_gpt":0.3583208481383436,"score_spread":0.320169559333836,"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."}}