{"id":"W4387866354","doi":"10.1007/s00246-023-03310-x","title":"Lower Socioeconomic Status is Associated with an Increased Incidence and Spectrum of Major Congenital Heart Disease and Associated Extracardiac Pathology","year":2023,"lang":"en","type":"article","venue":"Pediatric Cardiology","topic":"Congenital Heart Disease Studies","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Stollery Children's Hospital; Canadian VIGOUR Centre; Women and Children’s Health Research Institute; University of Alberta","funders":"Heart and Stroke Foundation of Canada","keywords":"Medicine; Tetralogy of Fallot; Hypoplastic left heart syndrome; Cardiac surgery; Heart disease; Incidence (geometry); Vascular surgery; Socioeconomic status; Population; Truncus arteriosus; Pediatrics; Demography; Internal medicine; Cardiology","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004584072,0.0002833319,0.001063411,0.0002940174,0.0001307621,0.00001303758,0.00005481388,0.000193823,0.00004771439],"category_scores_gemma":[0.000697559,0.0002650872,0.0001580433,0.0003277026,0.0005000388,0.000113341,0.0001719709,0.0002439475,0.00002971992],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001160287,"about_ca_system_score_gemma":0.0003566078,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001487278,"about_ca_topic_score_gemma":0.00007874533,"domain_scores_codex":[0.9978608,0.0003000874,0.0003828856,0.0006116702,0.0002007775,0.0006437137],"domain_scores_gemma":[0.9982454,0.0006180047,0.0001323961,0.0003082571,0.0001601867,0.0005357199],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007565044,0.00006906243,0.9961388,0.00004783016,0.0006112947,0.0008078424,0.0002140689,9.124454e-7,0.0001528328,0.000009924881,0.001053011,0.0001378889],"study_design_scores_gemma":[0.002477588,0.0008718107,0.9934983,0.000008921194,0.002027398,0.000104847,0.0002217433,0.0001246953,0.000006711918,0.0003678299,0.00003614766,0.0002539848],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940777,0.003445093,0.000003065741,0.0004378519,0.0001646226,0.0005520752,0.001010091,0.0001517005,0.0001578154],"genre_scores_gemma":[0.9980174,0.001012006,0.0000184596,0.0002910082,0.0002852652,0.00006214294,0.0001796692,0.000043099,0.00009090813],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003939757,"threshold_uncertainty_score":0.9999802,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00958053547448736,"score_gpt":0.2552490140354396,"score_spread":0.2456684785609523,"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."}}