{"id":"W2261401807","doi":"10.14740/jocmr2467w","title":"Effects of Sodium-Glucose Cotransporter 2 Inhibitors on Metabolic Parameters in Patients With Type 2 Diabetes: A Chart-Based Analysis","year":2016,"lang":"en","type":"article","venue":"Journal of Clinical Medicine Research","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Center for Global Health and Medicine","keywords":"Medicine; Internal medicine; Endocrinology; Renal function; Type 2 diabetes; Diabetes mellitus; Triglyceride; Blood pressure; Hematocrit; Cholesterol; Gastroenterology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.00102468,0.0002727991,0.0005407126,0.001894109,0.0003040704,0.0004814991,0.0002900171,0.0002665689,0.0007977331],"category_scores_gemma":[0.002818929,0.0001797812,0.0007631094,0.002579543,0.0001868449,0.0003953004,0.0003599758,0.000343187,0.0001226127],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004154251,"about_ca_system_score_gemma":0.0003338133,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003446749,"about_ca_topic_score_gemma":0.004098878,"domain_scores_codex":[0.9989518,0.0003410371,0.0001537075,0.0001868237,0.0002865866,0.00007999413],"domain_scores_gemma":[0.9949859,0.001205389,0.002719191,0.0002863225,0.0005224043,0.0002808201],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003165358,0.00002923004,0.9978926,0.00001490611,0.00008509206,0.00004992287,0.00001898338,0.00006140758,0.00009098677,0.000005182823,0.00005729414,0.00137784],"study_design_scores_gemma":[0.00001510618,0.0001557562,0.9990442,0.000004763496,0.00007012013,0.0001555769,0.00004301177,0.0003080775,0.00007208688,0.000006692871,0.0001193774,0.000005199698],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978805,0.0005314354,0.0001873482,0.00001590776,0.000006047992,0.00002496555,0.0009664453,0.000008705264,0.0003787292],"genre_scores_gemma":[0.9978536,0.0001745022,0.0002520428,0.00001542224,0.00001397473,0.00001745066,0.001618714,0.000002814187,0.00005150312],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003446749,"threshold_uncertainty_score":0.006853402,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05453961711631296,"score_gpt":0.402897028173748,"score_spread":0.348357411057435,"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."}}