{"id":"W4387757170","doi":"10.1007/978-3-030-42937-9_16-1","title":"Fetal cardiovascular MRI","year":2023,"lang":"en","type":"book-chapter","venue":"Pediatric Cardiology","topic":"Congenital Heart Disease Studies","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Fetus; Medicine; Magnetic resonance imaging; Fetal echocardiography; Cardiology; Fetal heart; Cardiotocography; Internal medicine; Radiology; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000263977,0.0005168446,0.002054078,0.0004603419,0.00009892237,0.000007831131,0.000123444,0.000637432,0.0001898847],"category_scores_gemma":[0.0001282563,0.0004978605,0.002744039,0.0001057499,0.0001816343,0.00002080974,0.0003564888,0.0006564376,0.005143903],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000144148,"about_ca_system_score_gemma":0.000305104,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001637518,"about_ca_topic_score_gemma":0.000005264876,"domain_scores_codex":[0.9976181,0.00003741728,0.0004450115,0.0008312171,0.0005488594,0.0005194087],"domain_scores_gemma":[0.9982327,0.000187583,0.0000696348,0.0009993557,0.0002332107,0.0002774766],"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":[0.000902119,0.00006912669,0.0382563,0.003671565,0.07017557,0.05167394,0.0002522233,0.0000887971,0.000006621648,0.01086449,0.7074004,0.1166388],"study_design_scores_gemma":[0.001520206,0.0003184612,0.01151996,0.00003757405,0.02291495,0.001398941,0.00002246927,0.00001133696,4.560748e-7,0.003137608,0.9582285,0.0008895228],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006181517,0.06134436,0.00005300389,0.000259629,0.002717999,0.001004729,0.0003481201,0.000593742,0.9330603],"genre_scores_gemma":[0.01443808,0.0391336,0.00007754287,0.0001600419,0.01887359,0.0001189042,0.0003411653,0.0003304415,0.9265266],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2508281,"threshold_uncertainty_score":0.9997473,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02406226366195229,"score_gpt":0.2506699139070079,"score_spread":0.2266076502450556,"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."}}