{"id":"W4220666722","doi":"10.1016/j.echo.2022.02.015","title":"Accuracy of Fetal Echocardiography in Defining Anatomic Details: A Single-Institution Experience over a 12-Year Period","year":2022,"lang":"en","type":"article","venue":"Journal of the American Society of Echocardiography","topic":"Congenital Heart Disease Studies","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":false,"ca_institutions":"Women and Children’s Health Research Institute; University of Alberta","funders":"","keywords":"Medicine; Fetal echocardiography; Great arteries; Tetralogy of Fallot; Truncus arteriosus; Fetus; Autopsy; Heart disease; Hypoplastic left heart syndrome; Gestational age; Cardiology; Prenatal diagnosis; Heterotaxy; Medical diagnosis; Truncus; Ventricle; Double outlet right ventricle; Internal medicine; Radiology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004251842,0.0005098148,0.0005428451,0.001175755,0.0005664142,0.001004967,0.0008727229,0.000808906,0.0006187744],"category_scores_gemma":[0.02002551,0.0003146407,0.0004680308,0.001111595,0.0006917636,0.001076739,0.0009506303,0.0006998719,0.0003051481],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008447623,"about_ca_system_score_gemma":0.0008634906,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005996867,"about_ca_topic_score_gemma":0.006386701,"domain_scores_codex":[0.9972747,0.0009331625,0.0004395069,0.0005221217,0.0005849687,0.0002455401],"domain_scores_gemma":[0.9908794,0.003736678,0.001614821,0.001064304,0.00191427,0.000790494],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00032988,0.000345331,0.956202,0.0000331218,0.00008742876,0.001502158,0.001240429,0.0007278175,0.001491588,0.00002342992,0.0001988178,0.03781808],"study_design_scores_gemma":[0.0000287033,0.001770309,0.9786493,0.00006477241,0.0001444788,0.01090707,0.002658726,0.002091316,0.002803863,0.00005203855,0.000776954,0.00005234571],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978318,0.0005119361,0.0008113192,0.00006316599,0.000008438757,0.00001852271,0.00007855918,0.00001978162,0.0006565152],"genre_scores_gemma":[0.9980143,0.0004868963,0.001172236,0.00003708834,0.00001537881,0.000009540211,0.0001369523,0.00002235371,0.0001052674],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005996867,"threshold_uncertainty_score":0.02248615,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01634983252115497,"score_gpt":0.2803605063751083,"score_spread":0.2640106738539534,"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."}}