{"id":"W2058259755","doi":"10.1017/s1047951113001467","title":"Diagnosis of congenital heart disease in an era of universal prenatal ultrasound screening in southwest Ohio","year":2013,"lang":"en","type":"article","venue":"Cardiology in the Young","topic":"Congenital Heart Disease Studies","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta Hospital; University of Alberta","funders":"","keywords":"Medicine; Heart disease; Prenatal diagnosis; Pediatrics; Prenatal care; Ventricular outflow tract; Prenatal ultrasound; Coarctation of the aorta; Disease; Pregnancy; Obstetrics; Surgery; Cardiology; Fetus; Internal medicine; Aorta; Population","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.00131197,0.0001037531,0.0001421979,0.0006393855,0.0007096739,0.0005964433,0.0004381663,0.0004023546,0.0009525656],"category_scores_gemma":[0.005276193,0.0002276787,0.00009888429,0.0007181821,0.0004517677,0.0006472601,0.0008150813,0.0004496717,0.00006533597],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008468102,"about_ca_system_score_gemma":0.001250593,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03857329,"about_ca_topic_score_gemma":0.04642385,"domain_scores_codex":[0.9989684,0.0004005881,0.0001122864,0.0001586709,0.0001731934,0.0001869921],"domain_scores_gemma":[0.995406,0.001186608,0.001910789,0.0001539603,0.0005162164,0.0008264116],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000184861,0.00001948329,0.997451,0.000008638686,0.000005270766,0.0001467751,0.0003893583,0.0000117524,0.0001622184,0.0000204523,0.00008006927,0.001686446],"study_design_scores_gemma":[0.000001428721,0.00004503403,0.9986027,0.0000157078,0.000004993927,0.0002700246,0.0007822349,0.00007128677,0.00003772784,0.000007499653,0.0001594635,0.000001917391],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994288,0.0001376881,0.00003767553,0.0001421716,0.000003896804,0.000002904208,0.00005849619,0.000001521125,0.0001868085],"genre_scores_gemma":[0.9997427,0.000082165,0.00005314045,0.0000322934,0.000005850633,0.000003224639,0.00003895855,5.663675e-7,0.00004110623],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03857329,"threshold_uncertainty_score":0.07669753,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0162649034879806,"score_gpt":0.2635265389736913,"score_spread":0.2472616354857107,"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."}}