{"id":"W2506770244","doi":"10.2196/resprot.5073","title":"Effect of Sitagliptin and Metformin on Prediabetes Progression to Type 2 Diabetes - A Randomized, Double-Blind, Double-Arm, Multicenter Clinical Trial: Protocol for the Sitagliptin and Metformin in PreDiabetes (SiMePreD) Study","year":2016,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Prediabetes; Sitagliptin; Metformin; Medicine; Type 2 diabetes; Sitagliptin Phosphate; Diabetes mellitus; Randomized controlled trial; Clinical trial; Protocol (science); Internal medicine; Endocrinology; Alternative medicine","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":[0.01097333,0.00431152,0.007174208,0.0009642205,0.001509428,0.002333598,0.00223026,0.00418688,0.0217859],"category_scores_gemma":[0.007422065,0.001765512,0.003276217,0.00127599,0.002017275,0.001859088,0.0009632954,0.004532787,0.004443481],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001436999,"about_ca_system_score_gemma":0.005896793,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008068437,"about_ca_topic_score_gemma":0.001684539,"domain_scores_codex":[0.9948657,0.003007271,0.0004404451,0.0006275409,0.0004611423,0.0005978938],"domain_scores_gemma":[0.9964349,0.0005626652,0.0007892501,0.0004637501,0.0006285349,0.001121014],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9860122,0.005846627,0.0003586955,0.0009708104,0.0004895362,0.00003099407,0.00003741426,0.0002348816,0.0008478666,0.0001908789,0.00144183,0.0035384],"study_design_scores_gemma":[0.9794539,0.01693571,0.0009980847,0.00008204866,0.0002321605,0.00001494827,0.00001229438,0.0003039258,0.0001899077,0.0001478752,0.001611138,0.0000181474],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.1597423,0.00359312,0.004347001,0.00167515,0.001935901,0.8127657,0.008520091,0.0004998599,0.006920895],"genre_scores_gemma":[0.1338543,0.001746903,0.006267507,0.00143866,0.0007138177,0.847438,0.003352019,0.00005926403,0.005129523],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.0217859,"threshold_uncertainty_score":0.07288104,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2663964826492966,"score_gpt":0.5824015883056879,"score_spread":0.3160051056563913,"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."}}