{"id":"W4415724733","doi":"10.1111/jdi.70187","title":"A decade of <scp>SGLT2</scp> inhibitors: Lessons learned and the road ahead in type 2 diabetes","year":2025,"lang":"en","type":"article","venue":"Journal of Diabetes Investigation","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Type 2 diabetes; Observational study; Diabetes mellitus; Adverse effect; Glycemic; Type 2 Diabetes Mellitus; Incidence (geometry)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006265873,0.001063765,0.002785866,0.001643008,0.000772413,0.003376786,0.001499621,0.005017073,0.005834086],"category_scores_gemma":[0.007760499,0.000400048,0.001304979,0.001571634,0.00247381,0.006483658,0.002206631,0.01021229,0.002042613],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001811563,"about_ca_system_score_gemma":0.003446946,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002497236,"about_ca_topic_score_gemma":0.004805933,"domain_scores_codex":[0.9985392,0.0004393111,0.0001739264,0.0001967107,0.0004219796,0.0002289029],"domain_scores_gemma":[0.9914743,0.004825105,0.00045846,0.0002320134,0.001528449,0.001481716],"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":[0.001173221,0.0003368703,0.001178226,0.007305876,0.0001524561,0.0005431364,0.0003952044,0.0005261625,0.000769406,0.01493287,0.1866632,0.7860234],"study_design_scores_gemma":[0.00021197,0.0008822549,0.003106783,0.01206733,0.0002478329,0.001169756,0.0009945835,0.0004124603,0.0003832154,0.03052411,0.9499063,0.000093378],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0007607253,0.944213,0.0004935316,0.04936747,0.003949705,0.000007652768,0.00009080942,0.00005478878,0.001062281],"genre_scores_gemma":[0.00576082,0.9493084,0.0008106277,0.03248763,0.01049148,0.00002685651,0.0001356211,0.00002316431,0.0009554393],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006265873,"threshold_uncertainty_score":0.0331375,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02263627679587993,"score_gpt":0.2841745239428555,"score_spread":0.2615382471469756,"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."}}