{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005656123,0.0008862469,0.002276868,0.002289939,0.0003645059,0.0009276823,0.0006898982,0.001349936,0.004357052],"category_scores_gemma":[0.001220032,0.0003075301,0.0005369869,0.003472522,0.0004922178,0.001260785,0.0006159957,0.001401996,0.002429945],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005618476,"about_ca_system_score_gemma":0.001682941,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002017873,"about_ca_topic_score_gemma":0.004204853,"domain_scores_codex":[0.9995944,0.00009322113,0.0000640763,0.00004567272,0.0001725843,0.00003003998],"domain_scores_gemma":[0.9995648,0.0002173654,0.00008531582,0.00001044211,0.00009163453,0.00003038234],"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":[0.00008834846,0.0001007377,0.0004701318,0.0214441,0.0002355042,0.0004016454,0.00005994352,0.0001377157,0.0005130434,0.001982365,0.03484592,0.9397205],"study_design_scores_gemma":[0.0000552071,0.0001323698,0.004939383,0.01597688,0.0004423572,0.007123026,0.0002073063,0.00007230199,0.0002612709,0.002903442,0.9678584,0.00002795119],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005931518,0.9986809,0.00004021293,0.000224748,0.0001472316,0.000003473092,0.00000701202,0.000002877571,0.000834236],"genre_scores_gemma":[0.0005673131,0.9985027,0.0001244768,0.0001898156,0.0001531905,0.000005526651,0.00001365923,4.617735e-7,0.0004427992],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004357052,"threshold_uncertainty_score":0.01457578,"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."}}