{"id":"W2080135801","doi":"10.1016/j.jpeds.2013.05.034","title":"Validation of Diagnostic Codes for Intussusception and Quantification of Childhood Intussusception Incidence in Ontario, Canada: A Population-Based Study","year":2013,"lang":"en","type":"article","venue":"The Journal of Pediatrics","topic":"Viral gastroenteritis research and epidemiology","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":false,"ca_institutions":"Public Health Ontario; University of Toronto; Institute for Clinical Evaluative Sciences; Children's Hospital of Eastern Ontario; Ottawa Hospital; University of Ottawa","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Incidence (geometry); Diagnosis code; Intussusception (medical disorder); Poisson regression; Rotavirus vaccine; Pediatrics; Population; Demography; Rotavirus; Surgery; Internal medicine; Environmental health; Diarrhea","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":[0.003495024,0.0007946233,0.0009061637,0.00203613,0.003757523,0.002101034,0.003170675,0.001103469,0.00122603],"category_scores_gemma":[0.01356649,0.0009664582,0.001099512,0.005048843,0.001915034,0.0006947417,0.001413577,0.001087251,0.000298065],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05041446,"about_ca_system_score_gemma":0.06718794,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.994907,"about_ca_topic_score_gemma":0.9964527,"domain_scores_codex":[0.9943539,0.0007017893,0.0004954459,0.0007106898,0.002673904,0.001064249],"domain_scores_gemma":[0.9796865,0.001393638,0.002908782,0.0007515543,0.01376139,0.001497994],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006069634,0.00004578817,0.9962192,0.00003871706,0.00006197155,0.00004989327,0.0009157836,0.0001152469,0.0001999152,0.00007203717,0.0007520153,0.001468871],"study_design_scores_gemma":[0.00001569101,0.00002867216,0.9979929,0.00002945478,0.00003834253,0.00004672187,0.0007495967,0.0003517349,0.00009158147,0.00001316567,0.000633278,0.000008880203],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9920675,0.0004817898,0.0005252361,0.0002691131,0.00003547487,0.0003058867,0.004134787,0.00002154452,0.002158667],"genre_scores_gemma":[0.9954532,0.0003268824,0.0008207751,0.0001685888,0.00001262114,0.0001390813,0.002287507,0.00001441556,0.0007768745],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05041446,"threshold_uncertainty_score":0.3657842,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02225053964046564,"score_gpt":0.2903935037109142,"score_spread":0.2681429640704485,"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."}}