{"id":"W2604549474","doi":"10.1503/cmaj.160700","title":"Screening for fetal congenital heart disease","year":2017,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Congenital Heart Disease Studies","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"St Joseph's Health Centre","funders":"","keywords":"Referral; Medicine; Heart disease; Tertiary care; Pediatrics; Multidisciplinary approach; Population; Disease; Pregnancy; Fetus; Obstetrics; Intensive care medicine; Family medicine; Internal medicine; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0006133728,0.000307744,0.0003602864,0.002178903,0.0006616101,0.0003265002,0.000384286,0.0004272659,0.00566226],"category_scores_gemma":[0.002020636,0.00013111,0.0002165275,0.001151038,0.0002177928,0.0002354616,0.0002729485,0.0006231682,0.0004048038],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007817221,"about_ca_system_score_gemma":0.001226227,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09945098,"about_ca_topic_score_gemma":0.1196248,"domain_scores_codex":[0.9993612,0.0001063941,0.00005409988,0.00009096683,0.0002726166,0.0001147271],"domain_scores_gemma":[0.9994448,0.0001234796,0.0001011631,0.0000236056,0.0001432889,0.0001635931],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009309652,0.0002532857,0.8977887,0.0003279031,0.0000427539,0.00118192,0.0006074703,0.00007125606,0.001569699,0.0007932278,0.02009877,0.07717183],"study_design_scores_gemma":[0.00001178522,0.0002958903,0.984638,0.0004375198,0.0000280811,0.002859128,0.0002970177,0.00008582841,0.0004107562,0.0001319549,0.0107892,0.00001486903],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.852163,0.02687593,0.001828948,0.006216807,0.0004982784,0.001124415,0.01445177,0.0001813903,0.09665945],"genre_scores_gemma":[0.9672473,0.0142224,0.0030117,0.002251633,0.0002574334,0.0003347264,0.0044689,0.00001562184,0.008190254],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09945098,"threshold_uncertainty_score":0.1977442,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02225940646269755,"score_gpt":0.3008360421316161,"score_spread":0.2785766356689186,"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."}}