{"id":"W2940064258","doi":"10.1186/s13023-019-1001-0","title":"Health services use among children diagnosed with medium-chain acyl-CoA dehydrogenase deficiency through newborn screening: a cohort study in Ontario, Canada","year":2019,"lang":"en","type":"article","venue":"Orphanet Journal of Rare Diseases","topic":"Metabolism and Genetic Disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Alberta Children's Hospital; McGill University; London Health Sciences Centre; McMaster University; Université de Montréal; Western University; Hospital for Sick Children; SickKids Foundation; Montreal Children's Hospital; Memorial University of Newfoundland; University of Toronto; Hamilton Health Sciences; Ottawa Hospital; Centre Hospitalier Universitaire Sainte-Justine; University of Ottawa; Dalhousie University; Newborn Screening Ontario; McMaster University Medical Centre; Children's Hospital of Eastern Ontario; University of Manitoba; Institute for Clinical Evaluative Sciences; Children's & Women's Health Centre of British Columbia; Manitoba Health","funders":"Canadian Institutes of Health Research; Centers for Disease Control and Prevention; Ontario Ministry of Health and Long-Term Care","keywords":"Medicine; Cohort; Pediatrics; Newborn screening; Rate ratio; Population; Incidence (geometry); Emergency department; Cohort study; Demography; Environmental health; Internal medicine; Psychiatry","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":[0.0004058598,0.0003062393,0.0004052789,0.001170851,0.001715272,0.0008961927,0.0007635808,0.0003102243,0.001104451],"category_scores_gemma":[0.001027473,0.0003600537,0.0006087213,0.003050083,0.0005161306,0.0003695666,0.00063257,0.0004848248,0.0001429887],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01537256,"about_ca_system_score_gemma":0.01254978,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.984426,"about_ca_topic_score_gemma":0.9902108,"domain_scores_codex":[0.9993425,0.00003509233,0.00004288692,0.0001035304,0.0002358547,0.000240083],"domain_scores_gemma":[0.998947,0.0000533045,0.0003447213,0.0000381227,0.0003313019,0.000285602],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001973434,0.00001134169,0.9985901,0.00001308807,0.00001803106,0.00007921721,0.0003276833,0.00002118547,0.00007811419,0.00001559335,0.0002416195,0.0005842975],"study_design_scores_gemma":[0.000002537186,0.00001348168,0.9991836,0.00001237087,0.000009733059,0.00005348396,0.0004320304,0.00006118572,0.00001632498,0.000003690562,0.0002086773,0.000002908784],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944689,0.0003883264,0.00006044547,0.0001088363,0.000005746464,0.00004142705,0.004030934,0.00000610303,0.0008892351],"genre_scores_gemma":[0.9975098,0.0004360343,0.0001015348,0.00005277513,0.000003383067,0.00002282594,0.001396974,0.000002935304,0.000473691],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01557398,"threshold_uncertainty_score":0.1115363,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005289027130103896,"score_gpt":0.2176179661203856,"score_spread":0.2123289389902817,"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."}}