{"id":"W3180683001","doi":"10.1016/j.jcmg.2021.05.008","title":"Diagnostic Accuracy of Cardiovascular Magnetic Resonance for Cardiac Transplant Rejection","year":2021,"lang":"en","type":"review","venue":"JACC. Cardiovascular imaging","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"National Heart, Lung, and Blood Institute; Dr. Miriam and Sheldon G. Adelson Medical Research Foundation","keywords":"Medicine; Endomyocardial biopsy; Receiver operating characteristic; Gold standard (test); Cardiac magnetic resonance; Magnetic resonance imaging; Internal medicine; Cardiology; Heart transplantation; Diagnostic odds ratio; Cardiac magnetic resonance imaging; Biopsy; Transplantation; Area under the curve; Radiology","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":[0.002552744,0.0009904777,0.003297642,0.002258822,0.0001280902,0.001217058,0.001397627,0.001189039,0.001991708],"category_scores_gemma":[0.006793042,0.0003601791,0.001717077,0.001276202,0.0005410665,0.0009977268,0.0005233545,0.001364562,0.000689837],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006068985,"about_ca_system_score_gemma":0.001158334,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002292272,"about_ca_topic_score_gemma":0.00321995,"domain_scores_codex":[0.9989926,0.0002539165,0.0002023142,0.000213362,0.0002835835,0.00005424191],"domain_scores_gemma":[0.9947587,0.003606469,0.0006743199,0.00007799309,0.0007935396,0.0000890326],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000369689,0.00004063259,0.004292605,0.03523326,0.002597398,0.00009383832,0.00003077642,0.0002163849,0.0005641641,0.0006580758,0.01408069,0.9418225],"study_design_scores_gemma":[0.001250657,0.001622223,0.1110601,0.2114142,0.05006632,0.008869986,0.0005516275,0.002205444,0.003892411,0.008224648,0.6002759,0.0005664985],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001996666,0.999308,0.00005229469,0.0001393965,0.00009136922,0.00000214945,0.00002411259,0.000002879482,0.0001801973],"genre_scores_gemma":[0.004403332,0.994444,0.0002506233,0.0003178965,0.0004056203,0.00000484191,0.00008241288,0.000002416257,0.0000889145],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003297642,"threshold_uncertainty_score":0.01350039,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04022749572504662,"score_gpt":0.3352980399059547,"score_spread":0.2950705441809081,"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."}}