{"id":"W4413133795","doi":"10.3390/metabo15080536","title":"SGLT2 Inhibitors: Multifaceted Therapeutic Agents in Cardiometabolic and Renal Diseases","year":2025,"lang":"en","type":"review","venue":"Metabolites","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Lipotoxicity; Internal medicine; Endocrinology; Metabolic syndrome; Diabetes mellitus; Insulin resistance","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":[0.0009055341,0.0006453635,0.0008960727,0.000670747,0.0002146027,0.0008948006,0.0004797719,0.0007593134,0.002889931],"category_scores_gemma":[0.0004327981,0.0001798093,0.0006874642,0.0005009014,0.0003432643,0.0008777659,0.00079865,0.00261824,0.0009631004],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004312957,"about_ca_system_score_gemma":0.0006237734,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003441559,"about_ca_topic_score_gemma":0.001367457,"domain_scores_codex":[0.9998004,0.00004878579,0.00002222841,0.0000272134,0.00006564746,0.00003569517],"domain_scores_gemma":[0.9996797,0.00008134385,0.00006789206,0.0000126447,0.00008377508,0.00007463549],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0009656613,0.0004571133,0.0005114336,0.004076332,0.0001822215,0.0002340701,0.00006742928,0.0006939337,0.009721571,0.006769297,0.0379215,0.9383996],"study_design_scores_gemma":[0.001711408,0.004983281,0.004467032,0.004716959,0.0008034374,0.00174707,0.0001192605,0.002339268,0.008304378,0.01370509,0.9570113,0.00009162613],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004775118,0.9816992,0.001741996,0.007220627,0.001250684,0.00005756829,0.0001382354,0.0001164119,0.003000108],"genre_scores_gemma":[0.03412235,0.9488929,0.003817399,0.005252156,0.002770116,0.0001106956,0.0003264638,0.00002409591,0.004683828],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002889931,"threshold_uncertainty_score":0.009667754,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04258493961220491,"score_gpt":0.345897335295542,"score_spread":0.3033123956833371,"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."}}