{"id":"W3060814391","doi":"10.1093/pch/pxaa068.029","title":"30 Predicting gestational age improves newborn screening for congenital adrenal hyperplasia","year":2020,"lang":"en","type":"article","venue":"Paediatrics & Child Health","topic":"Sexual Differentiation and Disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Newborn Screening Ontario; Ottawa Hospital; Children's Hospital of Eastern Ontario; Queen's University","funders":"","keywords":"Newborn screening; Congenital adrenal hyperplasia; Medicine; Predictive value; Gestational age; Obstetrics; Birth weight; Dried blood; Pediatrics; Pregnancy; Internal medicine; Biology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.002224721,0.0007809987,0.0005372574,0.001008321,0.0003906286,0.001030238,0.0005690918,0.0005434163,0.002726591],"category_scores_gemma":[0.01488011,0.0002485946,0.0008297845,0.0005026217,0.0002674249,0.00059211,0.0007130448,0.0007862055,0.000639817],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00101372,"about_ca_system_score_gemma":0.002069545,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04149034,"about_ca_topic_score_gemma":0.03721177,"domain_scores_codex":[0.998908,0.0004733664,0.00008332555,0.0002064559,0.0002234327,0.0001053619],"domain_scores_gemma":[0.9952579,0.002636503,0.0008986805,0.0002068955,0.0005393212,0.0004605735],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001926225,0.00007492045,0.9755837,0.00003997666,0.00006456015,0.0001002656,0.00003138217,0.00208984,0.0002231481,0.00006257862,0.0006815306,0.02085548],"study_design_scores_gemma":[0.000048752,0.0007692676,0.9151207,0.0002292487,0.0003835603,0.001279221,0.0002894741,0.07656247,0.001864976,0.0007886519,0.002617933,0.00004562232],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9833452,0.002577874,0.004888649,0.001555885,0.0001785587,0.00007828411,0.001674871,0.0003797047,0.005320988],"genre_scores_gemma":[0.9958429,0.0003924233,0.002874118,0.00009540935,0.00002784324,0.000008393537,0.0004635358,0.000009568248,0.0002857599],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04149034,"threshold_uncertainty_score":0.08249772,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02090701557435813,"score_gpt":0.2752810507775459,"score_spread":0.2543740352031878,"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."}}