{"id":"W4285493100","doi":"10.1002/uog.26030","title":"Impact of rural residence and low socioeconomic status on rate and timing of prenatal detection of major congenital heart disease in a jurisdiction of universal health coverage","year":2022,"lang":"en","type":"article","venue":"Ultrasound in Obstetrics and Gynecology","topic":"Congenital Heart Disease Studies","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Children's Hospital; University of Calgary; Women and Children’s Health Research Institute; University of Alberta","funders":"","keywords":"Medicine; Residence; Prenatal diagnosis; Socioeconomic status; Prenatal care; Pediatrics; Great arteries; Obstetrics; Heart disease; Demography; Pregnancy; Fetus; Population; Environmental health; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0005055823,0.0001354484,0.0001276246,0.0007111108,0.0005963857,0.0005816547,0.0004641108,0.0001716398,0.001380909],"category_scores_gemma":[0.003475693,0.0001156952,0.000203132,0.001032991,0.0005734966,0.000169462,0.0006556138,0.0002481468,0.0000590849],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002664586,"about_ca_system_score_gemma":0.003049973,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.7620827,"about_ca_topic_score_gemma":0.8031137,"domain_scores_codex":[0.9992068,0.0001436176,0.00003873017,0.0001409629,0.0002476097,0.0002222209],"domain_scores_gemma":[0.9980062,0.0002391627,0.001027439,0.00006943994,0.0003011927,0.0003565132],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002005556,0.000004800897,0.9984213,0.000006628462,0.00001817691,0.00005680331,0.0001378527,0.00006304474,0.00007079332,0.00003546943,0.00009514299,0.001070046],"study_design_scores_gemma":[9.504756e-7,0.000008656429,0.9993262,0.00001030016,0.00000986687,0.00007541978,0.0003065681,0.0001172292,0.00001829107,0.000008671566,0.0001166271,0.000001281145],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979398,0.0002924081,0.00007941145,0.0001342664,0.000003542763,0.00000704437,0.0006074529,0.000004725129,0.0009312599],"genre_scores_gemma":[0.9996177,0.0000691272,0.00004861082,0.00001281265,0.000002065681,0.000002029087,0.0001703975,8.229226e-7,0.00007643282],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7620827,"threshold_uncertainty_score":0.4786369,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008782077188364271,"score_gpt":0.2672996624119003,"score_spread":0.258517585223536,"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."}}