{"id":"W4220733797","doi":"10.3390/ijms23062960","title":"Heart Failure and Drug Therapies: A Metabolic Review","year":2022,"lang":"en","type":"review","venue":"International Journal of Molecular Sciences","topic":"Cardiovascular Function and Risk Factors","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Ted Rogers Centre for Heart Research; Toronto General Hospital","funders":"","keywords":"Heart failure; Metabolomics; Medicine; Drug; Pharmacology; Bioinformatics; Disease; Mechanism (biology); Biology; Internal medicine","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":[0.0005636377,0.0009858152,0.001571219,0.002750722,0.0004027213,0.001386701,0.0008102862,0.001216419,0.006293476],"category_scores_gemma":[0.001067413,0.0003074633,0.0006647551,0.002580054,0.0004047775,0.00162193,0.0007939,0.00234429,0.002346287],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000536199,"about_ca_system_score_gemma":0.001323004,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008843227,"about_ca_topic_score_gemma":0.001957732,"domain_scores_codex":[0.9997645,0.00004753649,0.00004393842,0.00003932481,0.00008408532,0.00002046926],"domain_scores_gemma":[0.999421,0.0003338842,0.00006699697,0.00001432968,0.0001216269,0.00004226111],"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":[0.00007067357,0.00009663462,0.00009445264,0.02376284,0.0001062931,0.0001330702,0.0000687377,0.0002350737,0.0007136819,0.003535192,0.05238635,0.9187971],"study_design_scores_gemma":[0.00001678057,0.00009771043,0.0004784862,0.009697321,0.000161606,0.0007827446,0.00004780381,0.00007411261,0.0001330251,0.0017461,0.9867497,0.00001468884],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0000572694,0.9984107,0.00006585272,0.0003795915,0.0003347675,0.000005032535,0.00001779358,0.00000665144,0.0007223801],"genre_scores_gemma":[0.0002727128,0.9987066,0.000113847,0.0002823251,0.000243038,0.000006192696,0.00002205602,0.000001260242,0.0003519868],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006293476,"threshold_uncertainty_score":0.02105379,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03246548931182319,"score_gpt":0.347009474039442,"score_spread":0.3145439847276189,"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."}}