{"id":"W2791620338","doi":"10.1016/j.cjca.2018.02.026","title":"Heart Failure With Preserved Ejection Fraction in Diabetes: Mechanisms and Management","year":2018,"lang":"en","type":"review","venue":"Canadian Journal of Cardiology","topic":"Cardiovascular Function and Risk Factors","field":"Medicine","cited_by":76,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Michael's Hospital; University of Toronto","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Heart failure with preserved ejection fraction; Heart failure; Internal medicine; Cardiology; Diabetic cardiomyopathy; Lipotoxicity; Ejection fraction; Endothelial dysfunction; Diabetes mellitus; Paracrine signalling; Endocrinology; Insulin resistance; Cardiomyopathy; Insulin","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.000974455,0.0009590865,0.00264713,0.002350128,0.0003673515,0.001728081,0.001150792,0.001625475,0.003078185],"category_scores_gemma":[0.00196795,0.0003130525,0.0009980563,0.00209806,0.0005762261,0.001219467,0.0009019128,0.002446697,0.000575377],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008057533,"about_ca_system_score_gemma":0.002657832,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004883677,"about_ca_topic_score_gemma":0.01245276,"domain_scores_codex":[0.9996485,0.00005267852,0.00008667949,0.000066029,0.0001127981,0.00003330259],"domain_scores_gemma":[0.9989715,0.0005575173,0.000181287,0.00001280233,0.0001908352,0.0000862038],"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":[0.0001999678,0.0001717171,0.001997823,0.03579127,0.0005751441,0.000419144,0.0001261204,0.0003281069,0.0003112233,0.00307727,0.03604096,0.9209613],"study_design_scores_gemma":[0.00026572,0.0003201205,0.01815947,0.06060464,0.003577493,0.00425974,0.000589351,0.0004984788,0.0002349232,0.007737765,0.9035859,0.000166415],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00006468588,0.9992697,0.00002286482,0.0003194413,0.0001435146,0.000001797001,0.000008441985,0.000001472764,0.0001681612],"genre_scores_gemma":[0.0007449056,0.9983252,0.00007532921,0.0002566625,0.0004916423,0.000003193083,0.00001316323,3.833913e-7,0.00008954031],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004883677,"threshold_uncertainty_score":0.0102976,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02118701748826341,"score_gpt":0.2557197793223436,"score_spread":0.2345327618340802,"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."}}