{"id":"W2619818059","doi":"10.1007/s00246-017-1642-5","title":"Abnormal Myocardial Contractility After Pediatric Heart Transplantation by Cardiac MRI","year":2017,"lang":"en","type":"article","venue":"Pediatric Cardiology","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Stollery Children's Hospital; Hospital for Sick Children; Alberta Children's Hospital; Toronto General Hospital; SickKids Foundation; University of Toronto","funders":"Hospital for Sick Children","keywords":"Medicine; Internal medicine; Cardiology; Ejection fraction; Contractility; Heart transplantation; Cardiac magnetic resonance imaging; Magnetic resonance imaging; Cardiac magnetic resonance; Transplantation; Heart failure; Radiology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008653921,0.0003203283,0.001051375,0.0001576052,0.0003368654,0.00006087871,0.0001818676,0.0003789496,0.00007728122],"category_scores_gemma":[0.0001553873,0.0002903976,0.0006602743,0.0001078343,0.0001275973,0.0002644755,0.00002917108,0.0004556387,0.0001061455],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005754854,"about_ca_system_score_gemma":0.0001755483,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001915994,"about_ca_topic_score_gemma":0.000007216792,"domain_scores_codex":[0.9976214,0.0003310308,0.0005247759,0.0005866378,0.0003563425,0.0005798693],"domain_scores_gemma":[0.9982071,0.0004186494,0.0002036493,0.0007466397,0.000138185,0.0002857762],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000935432,0.00003002343,0.9925348,0.0001709207,0.0001518713,0.0002130944,0.0001237171,0.000006074054,0.000171079,0.00001834825,0.004966558,0.000678113],"study_design_scores_gemma":[0.00220588,0.0001446883,0.9868119,0.000002957383,0.002810608,0.000233683,0.00001856206,0.000005222626,0.0001114173,0.00004044268,0.007332622,0.0002820255],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9814893,0.003489865,0.005277615,0.001253157,0.003226507,0.0006900455,0.0007096983,0.0001333197,0.003730504],"genre_scores_gemma":[0.9800489,0.01112148,0.001723928,0.0003433187,0.00620265,0.0001201473,0.0002118533,0.00003719144,0.0001905674],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007631614,"threshold_uncertainty_score":0.9999548,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01271546945841784,"score_gpt":0.3005949206082713,"score_spread":0.2878794511498534,"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."}}