{"id":"W2557822852","doi":"10.2337/dc16-1582","title":"Lowest Glucose Variability and Hypoglycemia Are Observed With the Combination of a GLP-1 Receptor Agonist and Basal Insulin (VARIATION Study)","year":2016,"lang":"en","type":"article","venue":"Diabetes Care","topic":"Diabetes Management and Research","field":"Medicine","cited_by":68,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; LMC Diabetes & Endocrinology (Canada); Mount Sinai Hospital","funders":"","keywords":"Medicine; Hypoglycemia; Internal medicine; Basal insulin; Basal (medicine); Endocrinology; Agonist; Diabetes mellitus; Insulin; Glucagon-like peptide 1 receptor; Type 2 diabetes; Receptor","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":[0.0005375507,0.0001366292,0.0002592112,0.00007077931,0.0001078806,0.00004311841,0.00009030543,0.00006096849,0.00003181105],"category_scores_gemma":[0.0003261946,0.00006984979,0.00002799075,0.0002156695,0.00022046,0.0001224295,0.0001166394,0.0001044617,0.000006367599],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005765595,"about_ca_system_score_gemma":0.00003904725,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001051541,"about_ca_topic_score_gemma":0.00002350513,"domain_scores_codex":[0.9988229,0.0001686668,0.0001783628,0.0002915524,0.0003314778,0.0002070807],"domain_scores_gemma":[0.9988397,0.0003231123,0.0001174682,0.0003217903,0.000318046,0.00007993317],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000208553,0.0002680047,0.971844,0.0003630563,0.000103401,0.000001544692,0.0009732968,2.979754e-7,0.005676357,0.00007243687,0.0001735051,0.02031557],"study_design_scores_gemma":[0.004050063,0.001216871,0.9896693,0.0001881788,0.0001279866,6.387311e-8,0.001702804,0.00007037721,0.002354611,0.00008715197,0.0004292056,0.0001034222],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962039,0.0002135988,0.00001247861,0.002073782,0.00005342642,0.00108121,0.00004266705,0.00002834408,0.0002905924],"genre_scores_gemma":[0.9994982,0.00003024139,0.00007801202,0.00008005754,0.00004262335,0.00007034421,0.00003607922,0.00001698449,0.0001474768],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02021215,"threshold_uncertainty_score":0.2848392,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01506255230076412,"score_gpt":0.2366913997327268,"score_spread":0.2216288474319627,"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."}}