{"id":"W2027539077","doi":"10.1007/s00246-013-0857-3","title":"Fetal Echocardiographic Measurements and the Need for Neonatal Surgical Intervention in Tetralogy of Fallot","year":2013,"lang":"en","type":"article","venue":"Pediatric Cardiology","topic":"Congenital Heart Disease Studies","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":false,"ca_institutions":"Columbia College","funders":"","keywords":"Medicine; Tetralogy of Fallot; Ductus arteriosus; Cardiology; Internal medicine; Fetus; Cardiac surgery; Fetal echocardiography; Transthoracic echocardiogram; Gestational age; Pulmonary valve; Heart disease; Prenatal diagnosis; Pregnancy","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004683097,0.0001157097,0.00058798,0.0002348174,0.00003390079,0.000004158605,0.00005246468,0.00008594319,0.00001254592],"category_scores_gemma":[0.0002215943,0.00007963145,0.0004042613,0.0002385877,0.0002543416,0.00003795545,0.00007591269,0.0001171096,0.000004912517],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002077272,"about_ca_system_score_gemma":0.00002603956,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002347279,"about_ca_topic_score_gemma":0.0000362042,"domain_scores_codex":[0.9989288,0.0001618428,0.0003355427,0.0002074092,0.0001349069,0.0002314397],"domain_scores_gemma":[0.999274,0.0003361786,0.00003612848,0.0001491784,0.0001415486,0.00006296351],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007081709,0.0000276879,0.9847139,0.0001157826,0.0002810913,0.00001455276,0.00007427017,0.00000217244,0.00001794912,0.00004942237,0.0003100011,0.01368499],"study_design_scores_gemma":[0.01334116,0.0003502552,0.983662,0.000008838584,0.0007036727,0.0002082069,0.0002794628,0.0001887508,0.000008251041,0.000822102,0.0003198149,0.0001074572],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9874725,0.01019235,0.0001180199,0.0002663353,0.0002306118,0.001178226,0.00001609102,0.00001636525,0.0005095224],"genre_scores_gemma":[0.9987012,0.0005402323,0.00005668548,0.00002537053,0.000341421,0.0002832725,0.0000100698,0.00001014219,0.00003157298],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01357753,"threshold_uncertainty_score":0.3247276,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02101529086032987,"score_gpt":0.2719895805309694,"score_spread":0.2509742896706395,"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."}}