{"id":"W2909261189","doi":"10.1097/hco.0000000000000599","title":"Treatment of diabetes and heart failure","year":2019,"lang":"en","type":"review","venue":"Current Opinion in Cardiology","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Alexandra Hospital; University of Alberta","funders":"","keywords":"Medicine; Metformin; Diabetes mellitus; Heart failure; Type 2 diabetes; Disease; Intensive care medicine; Liraglutide; Dipeptidyl peptidase-4; Internal medicine; Bioinformatics; 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":[0.0006643115,0.001042005,0.002169574,0.001902045,0.0003015027,0.001332094,0.000966107,0.001029847,0.01338703],"category_scores_gemma":[0.002251949,0.0002097107,0.0009195081,0.001862937,0.0003297595,0.0009536807,0.0006776698,0.001736293,0.004678151],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000546144,"about_ca_system_score_gemma":0.001583116,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0014113,"about_ca_topic_score_gemma":0.001856287,"domain_scores_codex":[0.9994197,0.000125855,0.00009938838,0.00006964441,0.0002413182,0.00004418319],"domain_scores_gemma":[0.9992504,0.0003215662,0.000168348,0.00001776989,0.0001874514,0.00005445807],"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":[0.00007004035,0.00003146152,0.000148529,0.05128705,0.0002468135,0.00009429472,0.00003652302,0.0001147069,0.0002072011,0.001230043,0.1406427,0.8058906],"study_design_scores_gemma":[0.00006206235,0.00007008971,0.001399187,0.04306412,0.0005452398,0.001213556,0.00006155126,0.00007556068,0.0001132129,0.001250149,0.9521227,0.0000226087],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003267241,0.9976615,0.00004089578,0.0004294017,0.0008901323,0.000008961242,0.00004344553,0.000007105888,0.000886031],"genre_scores_gemma":[0.0004234276,0.9975373,0.0000676078,0.0005461297,0.0008692624,0.00001114672,0.0000723945,0.000002689015,0.0004701044],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01338703,"threshold_uncertainty_score":0.04478407,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1034034581392959,"score_gpt":0.3905438310874959,"score_spread":0.2871403729481999,"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."}}