{"id":"W4233255620","doi":"10.14740/jem634","title":"Evaluation of Age-Specific Efficacy and Safety of 12 Months of Sitagliptin Therapy Administered by Non-Diabetologists","year":2020,"lang":"en","type":"article","venue":"Journal of Endocrinology and Metabolism","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Kidney Foundation, Japan","keywords":"Medicine; Sitagliptin; Context (archaeology); Diabetes mellitus; Observational study; Dialysis; Internal medicine; Diabetic nephropathy; Renal function; Age groups; Retrospective cohort study; Type 2 diabetes; Endocrinology; Demography","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":[0.001876309,0.0002679351,0.0005971987,0.0003802233,0.0002096201,0.0002110858,0.0001953617,0.0003445987,0.0006477404],"category_scores_gemma":[0.002481352,0.0000994954,0.0005566378,0.0003211171,0.0001574765,0.0003114494,0.0001891219,0.0003700481,0.0001345049],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002593909,"about_ca_system_score_gemma":0.0003035858,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005703122,"about_ca_topic_score_gemma":0.0006867092,"domain_scores_codex":[0.999426,0.0001955023,0.0000857853,0.0001118011,0.0001123598,0.00006855753],"domain_scores_gemma":[0.9960491,0.0006154586,0.002166369,0.0001856525,0.0003835241,0.0005999244],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.05331471,0.003019073,0.9135016,0.0001705441,0.0003876478,0.0001013148,0.0002016554,0.0002718966,0.001995655,0.00001697728,0.0001408671,0.02687793],"study_design_scores_gemma":[0.001105722,0.03231497,0.964709,0.00001553844,0.0002940876,0.0001053215,0.00006824871,0.0004319317,0.0006703486,0.00001690399,0.0002576343,0.00001036557],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993035,0.0003915541,0.00003332735,0.000009666233,0.000007132282,0.00002001155,0.0000628605,0.000002500433,0.0001695653],"genre_scores_gemma":[0.9994679,0.0001481676,0.00006241132,0.0000202783,0.00002657915,0.00002654655,0.0001393015,6.60335e-7,0.000108152],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001876309,"threshold_uncertainty_score":0.009922981,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05473856130131047,"score_gpt":0.3084166519739656,"score_spread":0.2536780906726551,"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."}}