{"id":"W4381308561","doi":"10.1093/jpids/piad045","title":"Estimating the Incidence of First RSV Hospitalization in Children Born in Ontario, Canada","year":2023,"lang":"en","type":"article","venue":"Journal of the Pediatric Infectious Diseases Society","topic":"Respiratory viral infections research","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nova Scotia Health Authority; McMaster University; Sinai Health System; North York General Hospital; Nova Scotia Department of Health and Wellness; Children's Hospital of Eastern Ontario; Institute for Clinical Evaluative Sciences; University of Ottawa; Sunnybrook Hospital; University Health Network; Health Sciences Centre; Sunnybrook Health Science Centre; University of Toronto; Institute of Population and Public Health; SickKids Foundation; Hospital for Sick Children; William Osler Health System; Newborn Screening Ontario; Public Health Ontario","funders":"Canadian Institutes of Health Research; Hospital for Sick Children","keywords":"Medicine; Pediatrics; Incidence (geometry); Gestational age; Population; Cohort; Public health; Demography; Pregnancy; Internal medicine; Environmental health","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":[0.0006361226,0.0001091678,0.0002449753,0.0001579747,0.0001749413,0.00002301741,0.0002156711,0.00005995039,0.00003682375],"category_scores_gemma":[0.0008814449,0.00006796285,0.0002453796,0.002012275,0.00006947874,0.0001493171,0.0001123767,0.0005902645,0.000001378551],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001417862,"about_ca_system_score_gemma":0.002668022,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5928459,"about_ca_topic_score_gemma":0.7047836,"domain_scores_codex":[0.9983269,0.0001169955,0.0005670582,0.0001104715,0.0006447036,0.000233899],"domain_scores_gemma":[0.9988077,0.0002240825,0.0004152967,0.0002287771,0.000241793,0.0000823982],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001259124,0.0001074819,0.9668078,0.00005441843,0.00004127277,0.000008762578,0.0003269934,0.02796135,0.00000756336,0.00000317051,0.004606497,0.00006211794],"study_design_scores_gemma":[0.0007749818,0.0001112807,0.9958673,0.00006318625,0.0001085351,0.0001235869,0.0001243186,0.002632459,0.000006466881,0.00009731546,0.00002840107,0.00006220102],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986317,0.000245313,0.00003498514,0.0003313649,0.000318546,0.0003639571,0.000006995606,0.00001129122,0.00005588332],"genre_scores_gemma":[0.9993732,0.0001212489,0.00002205698,0.0001297304,0.0002821523,0.00001211155,0.000002280599,0.00001339058,0.0000438298],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1119376,"threshold_uncertainty_score":0.4732957,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01002872998679463,"score_gpt":0.273175800293932,"score_spread":0.2631470703071373,"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."}}