{"id":"W4378952315","doi":"10.1161/circinterventions.122.012568","title":"Coronary Microvascular Disease in Contemporary Clinical Practice","year":2023,"lang":"en","type":"review","venue":"Circulation Cardiovascular Interventions","topic":"Cardiac Imaging and Diagnostics","field":"Medicine","cited_by":76,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Thomas Hospital","funders":"National Heart, Lung, and Blood Institute; Medical Research Council; European Commission; British Heart Foundation; Engineering and Physical Sciences Research Council; National Institute for Health and Care Research; National Institutes of Health; UK Research and Innovation","keywords":"Medicine; Cardiology; Internal medicine; Angina; Coronary artery disease; Myocardial infarction; Revascularization; Ischemia; Heart failure; Coronary flow reserve; Ejection fraction; Fractional flow reserve; Coronary angiography","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":["metaepi_narrow","metaepi_broad","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003823752,0.0005421963,0.003561873,0.0008300453,0.0001006146,0.00008964232,0.0002113571,0.00045585,0.00003628449],"category_scores_gemma":[0.007250581,0.0005520215,0.02341428,0.001093186,0.0001622381,0.0002317254,0.0001969548,0.001094905,0.001064369],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004002741,"about_ca_system_score_gemma":0.001175679,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009280207,"about_ca_topic_score_gemma":0.00000250942,"domain_scores_codex":[0.9936817,0.001612471,0.002428448,0.001049909,0.0008460699,0.0003814599],"domain_scores_gemma":[0.9955668,0.001208077,0.0004674147,0.001920691,0.0004037043,0.0004333519],"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":[0.00005045543,0.001246357,0.009723931,0.0665748,0.02564084,0.007906921,0.00003561067,0.0003813954,2.550492e-8,0.0002142845,0.007997773,0.8802276],"study_design_scores_gemma":[0.001377195,0.00003133307,0.02744477,0.05051184,0.02158624,0.0006372506,0.00003460969,0.00003970626,1.138076e-8,0.00003653991,0.8978537,0.00044682],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001561192,0.990388,0.003408952,0.0001039646,0.00172323,0.002773874,0.0001392108,0.000311916,0.001135184],"genre_scores_gemma":[0.0008993646,0.9939089,0.0003952828,0.0001071645,0.0007685399,0.0004978771,0.002904598,0.0002055201,0.0003126937],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8898559,"threshold_uncertainty_score":0.9997134,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2833737567524906,"score_gpt":0.4755446993066326,"score_spread":0.192170942554142,"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."}}