{"id":"W3110162467","doi":"10.1016/j.cjca.2020.11.014","title":"How Diabetes and Heart Failure Modulate Each Other and Condition Management","year":2020,"lang":"en","type":"review","venue":"Canadian Journal of Cardiology","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Michael's Hospital; Lawson Health Research Institute; Western University","funders":"Department of Medicine, University of Toronto","keywords":"Medicine; Heart failure; Internal medicine; Ejection fraction; Diabetes mellitus; Cardiology; Insulin resistance; Diabetic cardiomyopathy; Heart failure with preserved ejection fraction; Cardiomyopathy; Intensive care medicine; Endocrinology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.001193523,0.0008371925,0.002139828,0.002565171,0.0004113707,0.001794914,0.0009443531,0.001639134,0.006579445],"category_scores_gemma":[0.003013787,0.0003533087,0.001002464,0.002584362,0.0005209153,0.001097072,0.0008413417,0.002008844,0.001111958],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001671102,"about_ca_system_score_gemma":0.004319794,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01369389,"about_ca_topic_score_gemma":0.03755354,"domain_scores_codex":[0.9993702,0.0001365197,0.0001201255,0.00008328909,0.0002343143,0.00005564921],"domain_scores_gemma":[0.9986386,0.0007491224,0.0002071869,0.00002044134,0.0002823401,0.0001022845],"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":[0.0002115739,0.0001082158,0.0006040807,0.04414285,0.0006330714,0.0001149501,0.00007949238,0.0002056654,0.0003000995,0.003700372,0.0512607,0.898639],"study_design_scores_gemma":[0.0002112167,0.0001275099,0.005367036,0.04442734,0.001886229,0.00064559,0.0001648085,0.0001490373,0.0001231226,0.002843984,0.9440055,0.00004858133],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004078453,0.9986921,0.00002349009,0.0004754015,0.0002245075,0.000003058356,0.00001503426,0.000002393339,0.0005232327],"genre_scores_gemma":[0.000518696,0.9982875,0.0001045272,0.0004983282,0.0003257081,0.00000608186,0.00002014521,7.878935e-7,0.0002382461],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01369389,"threshold_uncertainty_score":0.02722836,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01817971204433974,"score_gpt":0.2515888206957187,"score_spread":0.233409108651379,"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."}}