{"id":"W4225976492","doi":"","title":"Insights Into Myocardial Oxygenation and Cardiovascular Magnetic Resonance Tissue Biomarkers in Heart Failure With Preserved Ejection Fraction.","year":2022,"lang":"en","type":"article","venue":"Bern Open Repository and Information System (University of Bern)","topic":"Cardiac Imaging and Diagnostics","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; University of Calgary; McGill University Health Centre","funders":"","keywords":"Medicine; Cardiology; Ejection fraction; Internal medicine; Heart failure; Oxygenation; Stroke volume; Magnetic resonance imaging; Pathophysiology; Cardiac function 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":[0.0006658134,0.0004328251,0.000345571,0.0006685105,0.0001075676,0.0004976983,0.000244095,0.0004229723,0.0006176426],"category_scores_gemma":[0.0008581231,0.0001637311,0.0001798962,0.0003362826,0.0002968979,0.0003681512,0.0002832567,0.0003261266,0.000100724],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001376202,"about_ca_system_score_gemma":0.0001252064,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005110374,"about_ca_topic_score_gemma":0.0007325808,"domain_scores_codex":[0.9998794,0.00003541344,0.00001089334,0.00002708099,0.00002240721,0.00002484203],"domain_scores_gemma":[0.9995555,0.0001006137,0.0002145844,0.00002091696,0.00003083194,0.00007746479],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001184679,0.0002375015,0.8870333,0.0002339543,0.0002350141,0.001049439,0.0003102972,0.0003053486,0.05083184,0.0005309588,0.0003649736,0.05768276],"study_design_scores_gemma":[0.00002145555,0.0004800751,0.9945103,0.00003459942,0.00009491618,0.001526925,0.0001220059,0.0005193129,0.001500107,0.0005253478,0.0006568751,0.000008032231],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.982033,0.01547973,0.001055916,0.0004807879,0.00002328811,0.00001064242,0.0001192163,0.000009393827,0.0007881033],"genre_scores_gemma":[0.9967486,0.001944275,0.0008478512,0.0001412979,0.00007636834,0.000007474116,0.00006846939,0.000001743321,0.0001638099],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006685105,"threshold_uncertainty_score":0.003521204,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00537337079603823,"score_gpt":0.1867672152561594,"score_spread":0.1813938444601212,"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."}}