{"id":"W2015318272","doi":"10.1177/1089253206291150","title":"Optimizing Cardiac Fatty Acid and Glucose Metabolism as an Approach to Treating Heart Failure","year":2006,"lang":"en","type":"article","venue":"Seminars in Cardiothoracic and Vascular Anesthesia","topic":"Cardiovascular Function and Risk Factors","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Heart failure; Medicine; Carbohydrate metabolism; Cardiology; Internal medicine; Beta oxidation; Fatty acid metabolism; Cardiac function curve; Metabolism","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001157658,0.0004158228,0.00117278,0.0003364807,0.0002033337,0.0001136944,0.00007756338,0.0002911704,0.000006426838],"category_scores_gemma":[0.00004645583,0.000359577,0.0006262387,0.0004907202,0.0001015311,0.0002103681,0.00005016456,0.0003509365,0.000008557675],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008089795,"about_ca_system_score_gemma":0.00006175323,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004942279,"about_ca_topic_score_gemma":0.00000689805,"domain_scores_codex":[0.9974779,0.0003384638,0.0003578513,0.0008218821,0.0005269095,0.0004769199],"domain_scores_gemma":[0.9987966,0.00003799405,0.00004993148,0.0006477459,0.00008206417,0.0003856608],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008496945,0.0008926587,0.8360112,0.0009350643,0.00219504,0.0008503472,0.008386466,0.003267428,0.03335539,0.001591768,0.002213788,0.1094512],"study_design_scores_gemma":[0.003578524,0.0004445301,0.7599193,0.0005018045,0.002460324,0.006361494,0.008788122,0.0009621882,0.018836,0.00007923423,0.1964034,0.001665058],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.978943,0.01675793,0.00197398,0.0002331128,0.00006826041,0.0008491352,0.000003481051,0.0001263847,0.001044755],"genre_scores_gemma":[0.9563132,0.001144776,0.04142587,0.0002996241,0.0004266832,0.0000947131,0.00007605592,0.00008759247,0.000131464],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1941896,"threshold_uncertainty_score":0.9998856,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00815813504441788,"score_gpt":0.2499964032581559,"score_spread":0.241838268213738,"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."}}