{"id":"W2978209405","doi":"10.1002/uog.21328","title":"EP11.07: Echocardiographic diagnosis of congenital heart disease (CHD): diagnostic limitations, risk factors and impact of errors","year":2019,"lang":"en","type":"article","venue":"Ultrasound in Obstetrics and Gynecology","topic":"Congenital Heart Disease Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Medicine; Fetal echocardiography; Heart disease; Prenatal diagnosis; Great arteries; Medical diagnosis; Cardiac surgery; Fetus; Pediatrics; Hypoplastic left heart syndrome; Disease; Pregnancy; Obstetrics; Cardiology; Surgery; Internal medicine; Radiology","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":[0.005519522,0.0004599307,0.0004178988,0.002651952,0.0004231369,0.001208185,0.0009633601,0.000678183,0.002504318],"category_scores_gemma":[0.02191675,0.0002100202,0.0002593577,0.001930793,0.0006808927,0.0009198241,0.00120815,0.0006044175,0.000902696],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005973951,"about_ca_system_score_gemma":0.0009393986,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002292025,"about_ca_topic_score_gemma":0.00207981,"domain_scores_codex":[0.9957532,0.001400824,0.001037452,0.0003992059,0.001068895,0.0003404272],"domain_scores_gemma":[0.9718887,0.01165867,0.01081046,0.0008023871,0.00391172,0.0009280951],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006767192,0.00002025563,0.9916045,0.00005356032,0.000009753333,0.0007706944,0.0001302223,0.00007590882,0.0001587895,0.00007748878,0.0007315185,0.006299653],"study_design_scores_gemma":[0.000005009697,0.00009404453,0.9891595,0.00008543544,0.00002020819,0.007932194,0.0005212516,0.0006218301,0.0004794911,0.0001020218,0.0009676196,0.00001147114],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921185,0.0008425104,0.00102858,0.000487983,0.00004732217,0.00005840979,0.002096784,0.00002960764,0.003290292],"genre_scores_gemma":[0.9935861,0.0005598454,0.002560498,0.0001402733,0.00009239802,0.00006473419,0.002377821,0.00002896548,0.0005894316],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005519522,"threshold_uncertainty_score":0.02919036,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01649941973776105,"score_gpt":0.268059851638405,"score_spread":0.251560431900644,"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."}}