{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002175381,0.0006968863,0.005062427,0.000336237,0.00008105415,0.00005320011,0.0001704686,0.0004787296,0.00001281811],"category_scores_gemma":[0.08865542,0.0006313114,0.0008370071,0.001080142,0.000460688,0.00009665167,0.0003256263,0.001682948,0.0003891792],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001632527,"about_ca_system_score_gemma":0.0007577441,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001262871,"about_ca_topic_score_gemma":0.000009562388,"domain_scores_codex":[0.9929754,0.002667329,0.002083715,0.001028147,0.0006964301,0.0005490296],"domain_scores_gemma":[0.9286803,0.06878767,0.0006781405,0.0007761754,0.0007433079,0.000334407],"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":[0.00004113615,0.0003496341,0.0008937116,0.1031159,0.0001825953,0.001617587,0.001243786,2.136082e-7,1.122615e-8,0.0004264321,0.03669484,0.8554342],"study_design_scores_gemma":[0.0005396757,0.0004373426,0.002671959,0.246865,0.004575802,0.00007075771,0.001426846,0.000004840279,3.274648e-8,0.00003214422,0.7429229,0.0004526729],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003656539,0.993216,0.000006282895,0.0005677964,0.001028004,0.003321667,0.001223381,0.0001052187,0.0004950921],"genre_scores_gemma":[0.000001073104,0.9947097,0.002297382,0.001128166,0.0003589731,0.0004033114,0.0007918112,0.0001579247,0.000151673],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8549815,"threshold_uncertainty_score":0.9996138,"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."}}