{"id":"W2921909893","doi":"10.1002/ejhf.1436","title":"The Role of Ventricular–Arterial Coupling in Cardiac Disease and Heart Failure: Assessment, Clinical Implications and Therapeutic Interventions. A Consensus Document of the European Society of Cardiology Working Group on Aorta & Peripheral Vascular Diseases, European Association of Cardiovascular Imaging, and Heart Failure Association","year":2019,"lang":"en","type":"article","venue":"European Journal of Heart Failure","topic":"Cardiovascular Function and Risk Factors","field":"Medicine","cited_by":371,"is_retracted":false,"has_abstract":true,"ca_institutions":"Surgical Specialties (Canada)","funders":"","keywords":"Medicine; Cardiology; Internal medicine; Heart failure; valvular heart disease; Pathophysiology; Compliance (psychology); Cardiac function curve","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":[],"consensus_categories":[],"category_scores_codex":[0.00748284,0.0002363086,0.001071017,0.0001121023,0.0001524253,0.00005226763,0.0001421077,0.00006148668,0.000005887938],"category_scores_gemma":[0.0003114649,0.0001652008,0.002231224,0.0002449664,0.000213997,0.00006961179,0.0001513496,0.0005816435,0.000001241538],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001537916,"about_ca_system_score_gemma":0.000109552,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001937631,"about_ca_topic_score_gemma":0.000006833289,"domain_scores_codex":[0.9932852,0.004159808,0.001272552,0.0003343101,0.0006922681,0.0002558885],"domain_scores_gemma":[0.9974836,0.0003770416,0.0009863949,0.000579063,0.0003970261,0.0001769436],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001025865,0.0001061846,0.9902442,0.0001328592,0.002831012,0.000004029495,0.0001236053,0.0007108974,0.00269147,0.00004277634,0.002141799,0.0008686515],"study_design_scores_gemma":[0.002625793,0.0001892041,0.8709812,0.0004997373,0.0015459,0.00003929583,0.0005288829,0.00006232467,0.0000239111,0.00001925076,0.1233642,0.0001203396],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9833317,0.01116246,0.0001899746,0.004165019,0.0003812137,0.000677451,0.00004456143,0.00001143927,0.00003620659],"genre_scores_gemma":[0.998181,0.0008048569,0.0005617913,0.00006069365,0.0003110768,0.000002589696,0.00001754648,0.00004568914,0.00001471303],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1212224,"threshold_uncertainty_score":0.6736695,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01210325077283122,"score_gpt":0.2710647052507983,"score_spread":0.2589614544779671,"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."}}