{"id":"W2797054241","doi":"10.1152/physiol.00004.2018","title":"Glucose Lowering Strategies for Cardiac Benefits: Pathophysiological Mechanisms","year":2018,"lang":"en","type":"review","venue":"Physiology","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lunenfeld-Tanenbaum Research Institute; University of Toronto; LMC Diabetes & Endocrinology (Canada); Mount Sinai Hospital","funders":"","keywords":"Type 2 diabetes; Pathophysiology; Medicine; Diabetes mellitus; Bioinformatics; Neuroscience; Intensive care medicine; Biology; Internal medicine; 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":[0.0009455691,0.0009113617,0.001940668,0.00174861,0.0002924669,0.001265976,0.0008959015,0.001237083,0.005300899],"category_scores_gemma":[0.001314945,0.0002087891,0.0008503551,0.001437117,0.0005165235,0.001306656,0.0008481386,0.002258093,0.001671547],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004595339,"about_ca_system_score_gemma":0.0009858105,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005810944,"about_ca_topic_score_gemma":0.00120554,"domain_scores_codex":[0.9997332,0.00006226218,0.00006150207,0.00004392518,0.00007692519,0.00002229107],"domain_scores_gemma":[0.999445,0.0003673224,0.00006916801,0.00001383599,0.00008160826,0.00002296438],"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":[0.0001243557,0.00006894297,0.0001373195,0.03287895,0.0002666281,0.0001651585,0.0000538267,0.0002370734,0.0006755613,0.006001983,0.02021106,0.939179],"study_design_scores_gemma":[0.00006766259,0.0001682082,0.0008899633,0.02061085,0.0005313439,0.001368705,0.0001148065,0.0001222158,0.0003809444,0.00712369,0.9685919,0.00002973087],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0000528762,0.9988771,0.00009877924,0.0003956515,0.0001408728,0.000004693173,0.00001765865,0.000004892672,0.0004075375],"genre_scores_gemma":[0.0005189573,0.9986167,0.0001702207,0.0003198795,0.0001785034,0.000008436226,0.00001981186,0.00000127307,0.0001662019],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005300899,"threshold_uncertainty_score":0.01773334,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05885520276195418,"score_gpt":0.3302640251874406,"score_spread":0.2714088224254865,"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."}}