{"id":"W4410569876","doi":"10.1042/bcj20240189","title":"Cardiac substrate metabolism in type 2 diabetes","year":2025,"lang":"en","type":"review","venue":"Biochemical Journal","topic":"Cardiovascular Function and Risk Factors","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Canadian Institutes of Health Research; Diabetes Canada","keywords":"Ketone bodies; Metabolism; Cardiac function curve; Beta oxidation; Diabetic cardiomyopathy; Heart failure; Diabetes mellitus; Fatty acid metabolism; Medicine; Internal medicine; Carbohydrate metabolism; Disease; Type 2 diabetes; Fatty acid; Endocrinology; Substrate (aquarium); Cardiomyopathy; Cardiology; Biochemistry; Biology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0005399298,0.0008840136,0.00136946,0.001949475,0.0002441499,0.0009977758,0.0007436192,0.001012103,0.003515514],"category_scores_gemma":[0.0005747199,0.0002514245,0.0006330419,0.001489162,0.0003359533,0.000880386,0.0006663774,0.002133733,0.001938334],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004775444,"about_ca_system_score_gemma":0.0007218617,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001198531,"about_ca_topic_score_gemma":0.001996022,"domain_scores_codex":[0.9998553,0.00002376774,0.00002856149,0.00002427751,0.00005019577,0.00001789741],"domain_scores_gemma":[0.9997669,0.00009655902,0.00003993322,0.000007044209,0.00006313754,0.00002641192],"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":[0.0001409687,0.00008459055,0.0002567401,0.01634533,0.0001304476,0.0001882429,0.00004020644,0.0003304739,0.001113372,0.0023174,0.02576105,0.9532912],"study_design_scores_gemma":[0.00003723472,0.0001861975,0.00144449,0.006097066,0.000236944,0.002063326,0.00006477898,0.0001628334,0.0005757457,0.002545174,0.9865585,0.00002768577],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000083434,0.9989373,0.00007826702,0.000169779,0.0001975194,0.000002993479,0.00001245242,0.000005053884,0.0005132232],"genre_scores_gemma":[0.0005836008,0.9985644,0.000129194,0.0001416791,0.0001656245,0.000004441203,0.00002986493,0.000001030123,0.0003801583],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003515514,"threshold_uncertainty_score":0.01176053,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02296269135963964,"score_gpt":0.3028646823450821,"score_spread":0.2799019909854424,"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."}}