{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009352278,0.0002521219,0.0004626256,0.0009965779,0.0004325576,0.0002820569,0.0001927962,0.0001098849,0.0001602544],"category_scores_gemma":[0.0006110141,0.0002370718,0.00002936827,0.001681485,0.0001619266,0.0004446099,0.00022979,0.0006176812,0.000003836302],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002739882,"about_ca_system_score_gemma":0.009005469,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9994781,"about_ca_topic_score_gemma":0.99992,"domain_scores_codex":[0.9969645,0.0006118534,0.0005277435,0.0005491407,0.00065398,0.0006928135],"domain_scores_gemma":[0.9984138,0.0002548046,0.00008677533,0.0004322109,0.0002461316,0.0005663038],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006406269,0.0003566149,0.9925062,0.00004301116,0.0001322185,0.0002494568,0.0001505765,0.003357986,0.000005670709,0.00003902753,0.001889582,0.000629039],"study_design_scores_gemma":[0.002685245,0.0007850006,0.9940856,0.0006511033,0.00008970262,0.000004855107,0.0001561167,0.0004984255,0.000002448325,0.00006583851,0.0007167191,0.0002589187],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936952,0.001285708,7.111226e-7,0.00006234221,0.0001057487,0.003173142,0.001426782,0.00002435864,0.0002260141],"genre_scores_gemma":[0.9983033,0.00001162664,0.000001131137,0.0002304039,0.00003264811,0.0003010027,0.0009937126,0.00004443215,0.00008172393],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006265588,"threshold_uncertainty_score":0.9966125,"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."}}