{"id":"W2596986305","doi":"10.1016/j.cjca.2017.03.009","title":"Complex Energy Metabolic Changes in Heart Failure With Preserved Ejection Fraction and Heart Failure With Reduced Ejection Fraction","year":2017,"lang":"en","type":"review","venue":"Canadian Journal of Cardiology","topic":"Cardiovascular Function and Risk Factors","field":"Medicine","cited_by":154,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Heart failure; Ejection fraction; Internal medicine; Cardiology; Beta oxidation; Medicine; Heart failure with preserved ejection fraction; Fatty acid metabolism; Fatty acid; Diabetes mellitus; Ketone bodies; Stroke volume; Endocrinology; Metabolism; Biochemistry; Chemistry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006717757,0.0004796897,0.003359035,0.001622572,0.000285266,0.0000916534,0.0001157277,0.0007519275,0.00005772119],"category_scores_gemma":[0.0001591283,0.0003393205,0.0006766084,0.0003792485,0.0002186107,0.0002691429,0.00001330226,0.001284028,0.000006241568],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005954277,"about_ca_system_score_gemma":0.001888295,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006359764,"about_ca_topic_score_gemma":0.05271344,"domain_scores_codex":[0.997456,0.0007312999,0.0005678842,0.0004691572,0.0003225718,0.0004531091],"domain_scores_gemma":[0.9975501,0.00008277684,0.0007321769,0.0005411492,0.0004416582,0.0006520903],"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":[0.001888123,0.00006907785,0.1862344,0.007616197,0.02128226,0.001577054,0.0001559422,0.0008944915,0.0004769035,0.000103931,0.1520657,0.6276359],"study_design_scores_gemma":[0.001178331,0.000596099,0.03509178,0.002244813,0.002395953,0.01253226,0.0002122636,0.000003055443,0.00001218678,0.000003654341,0.9454281,0.0003015253],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00303838,0.990054,0.001359216,0.002042841,0.001654963,0.001080205,0.00004750238,0.00003776473,0.0006851639],"genre_scores_gemma":[0.0493727,0.9453569,0.0004237815,0.0001439299,0.004110224,0.0000683639,0.0002105248,0.0001259305,0.0001876675],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7933624,"threshold_uncertainty_score":0.9999059,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04790311097341286,"score_gpt":0.2924120335779022,"score_spread":0.2445089226044893,"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."}}