{"id":"W4399044772","doi":"10.1002/pd.6613","title":"The bright future of fetal cardiology","year":2024,"lang":"en","type":"editorial","venue":"Prenatal Diagnosis","topic":"Congenital Heart Disease Studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Fetal heart; Medicine; Fetus; Cardiology; Fetal echocardiography; Internal medicine; Pregnancy; Prenatal diagnosis; Biology","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":[0.007163541,0.002077353,0.002519924,0.002188699,0.001773573,0.005372721,0.003241413,0.01235461,0.00679918],"category_scores_gemma":[0.02798311,0.0008631784,0.001579359,0.0006957577,0.002693299,0.005218121,0.001448275,0.02589176,0.00463355],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002443111,"about_ca_system_score_gemma":0.00252516,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001504846,"about_ca_topic_score_gemma":0.00318781,"domain_scores_codex":[0.9963856,0.0009795818,0.0005224396,0.0004169892,0.001449773,0.0002456817],"domain_scores_gemma":[0.9649393,0.01998527,0.001257815,0.0006866676,0.009540439,0.003590506],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004451098,0.000008815196,0.00005157537,0.0004773881,0.00002575756,0.0002918457,0.0000322432,0.00004475445,0.00006589177,0.001009927,0.9827299,0.01521749],"study_design_scores_gemma":[0.00004311751,0.00003350593,0.0002820937,0.000837005,0.00005405811,0.001172395,0.00008339732,0.0001658416,0.00009228363,0.002500608,0.9947041,0.00003157985],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00006632062,0.02960689,0.0001581759,0.1004625,0.868633,0.000006818781,0.00002344525,0.00005912703,0.0009836379],"genre_scores_gemma":[0.0005036407,0.0124944,0.0000871256,0.0213819,0.9640957,0.000005054346,0.000008537369,0.00001751293,0.001406208],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.01235461,"threshold_uncertainty_score":0.03788489,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00690856404518238,"score_gpt":0.2751665326572035,"score_spread":0.2682579686120212,"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."}}