{"id":"W4318777285","doi":"10.3390/diagnostics13030524","title":"Qualitative and Quantitative Stress Perfusion Cardiac Magnetic Resonance in Clinical Practice: A Comprehensive Review","year":2023,"lang":"en","type":"review","venue":"Diagnostics","topic":"Cardiac Imaging and Diagnostics","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"Health and Medical Research Fund; Hong Kong Government","keywords":"Medicine; Coronary artery disease; Cardiology; Cardiac magnetic resonance; Magnetic resonance imaging; Internal medicine; Clinical Practice; Stress testing (software); Cardiac magnetic resonance imaging; Stress Echocardiography; Ischemia; Radiology; CAD; Myocardial perfusion imaging; Myocardial ischemia; Physical therapy","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":[0.001492785,0.0009826659,0.001566226,0.005367042,0.0003134786,0.001459789,0.0009822082,0.001074669,0.005249919],"category_scores_gemma":[0.003935682,0.000400495,0.0009741371,0.004657782,0.0005563935,0.001719996,0.0007868962,0.001088246,0.00163178],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007087465,"about_ca_system_score_gemma":0.002215317,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002051356,"about_ca_topic_score_gemma":0.003031459,"domain_scores_codex":[0.999469,0.0001158298,0.0001440333,0.00008332999,0.000162454,0.000025417],"domain_scores_gemma":[0.9976364,0.001603538,0.0002656086,0.00003803226,0.0003991272,0.00005735541],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005828275,0.0000489929,0.000403621,0.06390384,0.0001568999,0.0001696203,0.0001129059,0.0002382273,0.0004954634,0.00140605,0.01881634,0.9141898],"study_design_scores_gemma":[0.00002991158,0.0001763637,0.003805701,0.07304369,0.0009542337,0.003145665,0.0002374754,0.000250853,0.0004327029,0.002550949,0.9153008,0.00007174225],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0000661266,0.9992298,0.00008942842,0.0001717341,0.00008350563,0.000006923768,0.00002252919,0.000004381549,0.0003255408],"genre_scores_gemma":[0.0004507164,0.9989931,0.000224152,0.0001074304,0.00009108573,0.000008586447,0.00002563938,0.000001345472,0.00009797098],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005367042,"threshold_uncertainty_score":0.01756275,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1714006670130457,"score_gpt":0.5267799022986732,"score_spread":0.3553792352856275,"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."}}