{"id":"W3134281565","doi":"10.1093/cvr/cvab068","title":"Ketone therapy for heart failure: current evidence for clinical use","year":2021,"lang":"en","type":"article","venue":"Cardiovascular Research","topic":"Diet and metabolism studies","field":"Medicine","cited_by":52,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Ketone bodies; Heart failure; Ketone; Heart disease; Medicine; Cardiac function curve; Cardiology; Intensive care medicine; Internal medicine; Chemistry; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002638964,0.0005775743,0.002097363,0.0009815005,0.0004251662,0.001768285,0.001113935,0.001741811,0.01137617],"category_scores_gemma":[0.003571138,0.0002164151,0.001474539,0.001272479,0.0009766383,0.001386375,0.0007168951,0.002601427,0.002308744],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004514892,"about_ca_system_score_gemma":0.001171899,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007006925,"about_ca_topic_score_gemma":0.002204948,"domain_scores_codex":[0.9994156,0.0002002428,0.0001177166,0.00007284165,0.0001552703,0.00003831573],"domain_scores_gemma":[0.9962597,0.002292384,0.0006057572,0.00009239076,0.00048204,0.0002676589],"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":[0.003615209,0.0007210644,0.0008681864,0.03097204,0.0005584386,0.0001947487,0.00007966588,0.000173182,0.001899675,0.001752658,0.01186146,0.9473037],"study_design_scores_gemma":[0.006561926,0.01061131,0.01509444,0.09787697,0.004740787,0.001774329,0.0006540471,0.0005934326,0.003815971,0.009118828,0.8490173,0.000140748],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0009978452,0.9950691,0.0001502806,0.001850353,0.0002731047,0.00003001879,0.00004942677,0.00001511713,0.001564786],"genre_scores_gemma":[0.01057256,0.9857609,0.0007908141,0.001540992,0.0007347616,0.00005264072,0.00009128828,0.000008168693,0.0004479733],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01137617,"threshold_uncertainty_score":0.03805709,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5830194638736792,"score_gpt":0.5590042061174182,"score_spread":0.02401525775626101,"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."}}