{"id":"W3151303043","doi":"10.1093/cvr/cvab120","title":"Concurrent diabetes and heart failure: interplay and novel therapeutic approaches","year":2021,"lang":"en","type":"review","venue":"Cardiovascular Research","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":68,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Canadian Institutes of Health Research; Alberta Innovates; Killam Trusts; University of Alberta","keywords":"Heart failure; Diabetes mellitus; Medicine; Intensive care medicine; Cardiology; Internal medicine; Endocrinology","routes":{"ca_aff":true,"ca_fund":true,"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"],"consensus_categories":[],"category_scores_codex":[0.002176568,0.0004319805,0.002700235,0.0004108174,0.0001332778,0.0002114681,0.0001457465,0.0002441015,0.00002721717],"category_scores_gemma":[0.0001201873,0.0003148795,0.001344247,0.0004734875,0.0003831918,0.00006053322,0.0006189228,0.0007637097,0.00003098427],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001508987,"about_ca_system_score_gemma":0.0001859891,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004823888,"about_ca_topic_score_gemma":8.504022e-7,"domain_scores_codex":[0.9966525,0.0005341574,0.0003246305,0.0009263992,0.0009099636,0.0006522848],"domain_scores_gemma":[0.9983065,0.0002928567,0.0000374843,0.0009440937,0.0001384499,0.0002806488],"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":[8.719996e-7,0.0001146174,0.00006649775,0.01915826,0.01133356,0.00003479171,0.00003526007,7.459052e-8,0.000001202964,0.0005480974,0.001060173,0.9676466],"study_design_scores_gemma":[0.0007902763,0.0001587328,0.0000543989,0.008688238,0.004943321,0.00006301777,0.000117704,0.00001150657,0.000006623694,0.000008097686,0.9849067,0.0002514167],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00008499075,0.9967045,0.00006526878,0.0001456175,0.0001053938,0.002180281,0.00001439398,0.00003645405,0.0006631433],"genre_scores_gemma":[0.0007480326,0.9973862,0.0001578475,0.00002927885,0.0002161289,0.00064934,0.0002176111,0.00008408248,0.0005115145],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9838465,"threshold_uncertainty_score":0.9999303,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2287014984672699,"score_gpt":0.4020246421185828,"score_spread":0.1733231436513128,"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."}}