{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001339798,0.000152052,0.0001530599,0.00004081773,0.0002443879,0.000039089,0.0001257705,0.00009904399,0.00002318764],"category_scores_gemma":[0.0003307268,0.0001590425,0.00009475007,0.0001117136,0.00002718194,0.000006611012,0.00005670417,0.0001272137,0.000007573201],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001168753,"about_ca_system_score_gemma":0.0001843934,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002086086,"about_ca_topic_score_gemma":0.00002556015,"domain_scores_codex":[0.998806,0.00004223562,0.0002943208,0.0003620351,0.0001707514,0.0003246347],"domain_scores_gemma":[0.9993474,0.00004328393,0.0001533098,0.0001052909,0.00007418288,0.0002765376],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001933183,0.0009507217,0.4066212,0.001445869,0.0008928664,0.00001344902,0.006960446,0.001631267,0.0319141,0.003908031,0.1212816,0.4224473],"study_design_scores_gemma":[0.01684364,0.00555593,0.5952924,0.00004388871,0.000246558,0.00004039735,0.004217454,0.02107031,0.003156108,0.0005061638,0.3510113,0.002015796],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7204753,0.005297682,0.2596612,0.009800357,0.0006088727,0.001474127,0.0008961923,0.0001468116,0.001639476],"genre_scores_gemma":[0.9764892,0.0001845912,0.01015253,0.008397844,0.001584066,0.00003604399,0.003073979,0.00003766597,0.00004405799],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4204315,"threshold_uncertainty_score":0.6485564,"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."}}