{"id":"W4392897300","doi":"10.1161/jaha.123.031184","title":"Predicting High‐Risk Fetal Cardiac Disease Anticipated to Need Immediate Postnatal Stabilization and Intervention with Planned Pediatric Cardiac Operating Room Delivery","year":2024,"lang":"en","type":"article","venue":"Journal of the American Heart Association","topic":"Congenital Heart Disease Studies","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services; Stollery Children's Hospital; Women and Children’s Health Research Institute; University of Alberta","funders":"","keywords":"Medicine; Hypoplastic left heart syndrome; Extracorporeal membrane oxygenation; Cardiology; Heart disease; Cardiac surgery; Fetal echocardiography; Internal medicine; Great arteries; Cardiorespiratory fitness; Fetus; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007289303,0.000294807,0.0001528425,0.001056195,0.000281448,0.0004098364,0.0004450555,0.0003790442,0.001061774],"category_scores_gemma":[0.004309516,0.0001301181,0.000211451,0.0003126108,0.0002427146,0.0002978675,0.0004713655,0.0005614641,0.0001186307],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003929004,"about_ca_system_score_gemma":0.0007583354,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001774914,"about_ca_topic_score_gemma":0.003290131,"domain_scores_codex":[0.9995827,0.00008910596,0.00007254752,0.00007171161,0.0001048509,0.00007907696],"domain_scores_gemma":[0.9976345,0.0007478516,0.0009325488,0.00004712554,0.0002203351,0.0004176594],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000427944,0.00001236361,0.9956643,0.000008135177,0.000005028206,0.0007915999,0.00003612028,0.0001575328,0.0002654342,0.00002216474,0.000139746,0.002854882],"study_design_scores_gemma":[0.000007451325,0.000177973,0.987075,0.00005438558,0.00002633167,0.008293519,0.0004564151,0.002467326,0.0008880108,0.0000918018,0.0004536633,0.000008097429],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972996,0.0004406139,0.0007689504,0.0002288118,0.00001919951,0.00002567537,0.00009420735,0.00001329919,0.001109729],"genre_scores_gemma":[0.9980603,0.0002825277,0.001404145,0.00003612029,0.00002184353,0.000009950488,0.0001338819,0.000003139252,0.0000480591],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001774914,"threshold_uncertainty_score":0.00385505,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006532396747858112,"score_gpt":0.2595738312764074,"score_spread":0.2530414345285493,"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."}}