{"id":"W2016818962","doi":"10.1093/eurheartj/ehn156","title":"Diabetes, left ventricular systolic dysfunction, and chronic heart failure","year":2008,"lang":"en","type":"review","venue":"European Heart Journal","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":226,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Diabetes mellitus; Heart failure; Epidemiology; Cardiology; Intensive care medicine; Internal medicine; Diabetic cardiomyopathy; Cardiomyopathy; Endocrinology","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000443734,0.0005400507,0.00164681,0.0004422424,0.000338403,0.0001448943,0.0001303754,0.0001089605,0.0003009789],"category_scores_gemma":[0.000050055,0.0003937936,0.0007345081,0.0002300751,0.00008359086,0.0001231058,0.0001352935,0.0008779632,0.001104425],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003548376,"about_ca_system_score_gemma":0.0002519158,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":5.552491e-7,"about_ca_topic_score_gemma":5.510325e-7,"domain_scores_codex":[0.9973966,0.0005000104,0.0006407108,0.0004400795,0.0004252772,0.0005972845],"domain_scores_gemma":[0.9986766,0.00005615928,0.000274129,0.000431001,0.00007627851,0.0004858062],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000005238394,0.0002231234,0.00150417,0.0108768,0.001920273,0.002668727,0.00002759263,0.000001229862,0.000002799539,0.00001560528,0.597384,0.3853705],"study_design_scores_gemma":[0.0008492462,0.0005445219,0.0008889401,0.01274533,0.002099076,0.01071267,0.000004304325,0.000001697024,0.000001004711,0.000001579666,0.97185,0.0003016222],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002081224,0.9960803,0.000006967399,0.0004632373,0.0005627263,0.0008003366,0.000006297749,0.00009050744,0.001781457],"genre_scores_gemma":[0.0001079986,0.9938059,0.0002785465,0.0003196619,0.002339098,0.000008762012,0.0000883165,0.0001493182,0.002902411],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.3850689,"threshold_uncertainty_score":0.9998514,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02788521067319107,"score_gpt":0.2756027977280864,"score_spread":0.2477175870548953,"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."}}