{"id":"W2137562839","doi":"10.2337/dc14-0001","title":"Advancing Basal Insulin Replacement in Type 2 Diabetes Inadequately Controlled With Insulin Glargine Plus Oral Agents: A Comparison of Adding Albiglutide, a Weekly GLP-1 Receptor Agonist, Versus Thrice-Daily Prandial Insulin Lispro","year":2014,"lang":"en","type":"article","venue":"Diabetes Care","topic":"Diabetes Management and Research","field":"Medicine","cited_by":205,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Medicine; Insulin glargine; Insulin lispro; Liraglutide; Type 2 diabetes; Internal medicine; Metformin; Endocrinology; Insulin; Hypoglycemia; Glycemic; Diabetes mellitus","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001476394,0.0006772212,0.002205428,0.0008298413,0.000196751,0.0001224396,0.0004777735,0.0002942882,0.000252627],"category_scores_gemma":[0.002146465,0.0005523647,0.0002538386,0.001557279,0.0002756514,0.0003544044,0.0003524697,0.0008437426,0.0001313179],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006409587,"about_ca_system_score_gemma":0.0003999188,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007727257,"about_ca_topic_score_gemma":0.0003035418,"domain_scores_codex":[0.994471,0.0004947755,0.001309921,0.0009559731,0.001271705,0.001496691],"domain_scores_gemma":[0.9966229,0.0008468195,0.0006062156,0.0007819593,0.0007221742,0.0004199655],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.05274438,0.001694339,0.8359149,0.003375344,0.001655315,0.0000345519,0.004578243,0.001568443,0.004124909,0.0001403886,0.008940334,0.08522883],"study_design_scores_gemma":[0.4362161,0.05490594,0.1978726,0.008707928,0.002431027,6.758643e-7,0.01850576,0.135259,0.02472601,0.00007683563,0.1175331,0.003765031],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9871505,0.004647884,0.00002973477,0.0007876027,0.000765696,0.002862083,0.0000777144,0.0001487823,0.003529931],"genre_scores_gemma":[0.9955938,0.0001874611,0.001894922,0.0003635482,0.0003438041,0.00036033,0.0008549779,0.0001286636,0.0002725343],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6380423,"threshold_uncertainty_score":0.9996928,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02249484567146806,"score_gpt":0.3021971036605611,"score_spread":0.279702257989093,"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."}}