{"id":"W4400189031","doi":"10.1016/j.jocmr.2024.101054","title":"Prognostic value of myocardial deformation parameters for outcome prediction in tetralogy of Fallot","year":2024,"lang":"en","type":"article","venue":"Journal of Cardiovascular Magnetic Resonance","topic":"Congenital Heart Disease Studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; University of Toronto; University Health Network","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Mace; Cardiology; Internal medicine; Tetralogy of Fallot; Ejection fraction; Receiver operating characteristic; Angiology; Heart failure; Percutaneous coronary intervention; Myocardial infarction; Heart disease","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001073765,0.0004475517,0.0004478488,0.0006918648,0.0001989982,0.000568403,0.0003122295,0.0008269902,0.0007494979],"category_scores_gemma":[0.004733508,0.0001769922,0.0003724622,0.0004704787,0.0003781304,0.0005341382,0.0004097043,0.000617086,0.0002635887],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001600968,"about_ca_system_score_gemma":0.0001809596,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001006812,"about_ca_topic_score_gemma":0.0009666244,"domain_scores_codex":[0.9995775,0.0001503904,0.0000666355,0.0000739828,0.00006010034,0.00007153324],"domain_scores_gemma":[0.9972249,0.001006467,0.0009826175,0.0001252134,0.0001860272,0.0004746877],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001062165,0.00001068269,0.9989537,0.000002296468,0.000009516971,0.00003992254,0.0000109224,0.00004376078,0.00007292821,0.000003800696,0.00002064436,0.0007256108],"study_design_scores_gemma":[0.000005875427,0.0001637403,0.9985109,0.000006733153,0.00001889411,0.0002684823,0.00004918375,0.0008449013,0.00005143668,0.0000267634,0.00004892966,0.000004159001],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993194,0.0003070105,0.00008639682,0.000051516,0.000005841668,0.000002970181,0.00007023201,0.000002987148,0.0001535615],"genre_scores_gemma":[0.9996659,0.00007004929,0.0000760668,0.00001102455,0.0000173408,0.000002219097,0.0001285093,8.716918e-7,0.0000280178],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001073765,"threshold_uncertainty_score":0.005678654,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01765607539966903,"score_gpt":0.2665853721200643,"score_spread":0.2489292967203953,"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."}}