{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001242439,0.0005488302,0.002603685,0.0001230222,0.00008448392,0.00002452096,0.0002018673,0.0003800994,0.0000781347],"category_scores_gemma":[0.00002803877,0.0003678232,0.00109792,0.000130296,0.0001055721,0.0000557794,0.0001975058,0.0001707168,0.0002576885],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009728697,"about_ca_system_score_gemma":0.000135348,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003486577,"about_ca_topic_score_gemma":5.308796e-7,"domain_scores_codex":[0.9981147,0.00006623577,0.0004222308,0.0007394477,0.0001067784,0.0005506218],"domain_scores_gemma":[0.9988509,0.0001732673,0.0002217127,0.0005659866,0.00007697457,0.0001110948],"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":[0.00008032367,0.0002926291,9.3491e-8,0.01851068,0.001664405,0.000009169878,0.00001865077,9.602282e-7,0.0006295193,0.02022545,0.002747982,0.9558201],"study_design_scores_gemma":[0.0004390329,0.001862898,0.00001548283,0.002913202,0.002982368,0.000002053229,0.00003095483,0.000004010696,0.00005402672,0.008129039,0.983192,0.0003749255],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002329976,0.9951109,0.0001539964,0.00001317832,0.000965138,0.00223896,0.0001374482,0.0001537454,0.0009936647],"genre_scores_gemma":[0.0001525257,0.9942431,0.001280304,0.0001365043,0.000955995,0.001441891,0.001377045,0.00007522808,0.0003373672],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.980444,"threshold_uncertainty_score":0.9998774,"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."}}