{"id":"W2607315830","doi":"10.2337/dc16-2426","title":"Association of Glycemic Variability in Type 1 Diabetes With Progression of Microvascular Outcomes in the Diabetes Control and Complications Trial","year":2017,"lang":"en","type":"article","venue":"Diabetes Care","topic":"Diabetes Management and Research","field":"Medicine","cited_by":191,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lunenfeld-Tanenbaum Research Institute; University of Toronto; Mount Sinai Hospital","funders":"Division of Diabetes, Endocrinology, and Metabolic Diseases; National Eye Institute; National Institute of Diabetes and Digestive and Kidney Diseases; Abbott Diabetes Care; Eli Lilly and Company; Nipro; Insulet Corporation; National Institute of Neurological Disorders and Stroke; Sanofi; Roche Diabetes Care","keywords":"Medicine; Glycemic; Diabetes mellitus; Microalbuminuria; Nephropathy; Internal medicine; Retinopathy; Type 1 diabetes; Diabetic retinopathy; Endocrinology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001432179,0.0001419105,0.0005667189,0.0001553558,0.00009047693,0.00004489831,0.0002832439,0.0001053244,0.000007070936],"category_scores_gemma":[0.001329489,0.00008721706,0.00008603188,0.0001910881,0.0002200821,0.0001139415,0.00008495536,0.0002067575,0.000002062564],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006755883,"about_ca_system_score_gemma":0.00005109079,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001173945,"about_ca_topic_score_gemma":0.00003361006,"domain_scores_codex":[0.9983929,0.0002610174,0.0003485801,0.0002491602,0.0004204607,0.0003278461],"domain_scores_gemma":[0.9979937,0.0007039096,0.000313838,0.0006704116,0.0002771531,0.00004100041],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004983816,0.0002892319,0.9898873,0.0005134806,0.0001750953,5.926397e-7,0.000308106,0.0000020696,0.002630571,0.00003541936,0.00003645682,0.005623271],"study_design_scores_gemma":[0.02043512,0.0008427929,0.9755022,0.0003202213,0.0001734383,1.301062e-8,0.0002172211,0.0002858064,0.001890357,0.000131255,0.0001087435,0.00009282427],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958072,0.0004397034,7.314816e-7,0.001347243,0.00005846085,0.001763366,0.00002956808,0.00001004137,0.000543699],"genre_scores_gemma":[0.9995402,0.00001895422,0.00009512468,0.00007540121,0.0000248995,0.0001526103,0.00005689642,0.00001292705,0.00002301044],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01993674,"threshold_uncertainty_score":0.3556608,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01284900400837102,"score_gpt":0.3010324264214482,"score_spread":0.2881834224130772,"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."}}