{"id":"W1974658403","doi":"10.1007/s13300-014-0080-0","title":"Cost–Utility Analysis of Glucagon-Like Peptide-1 Agonists Compared with Dipeptidyl Peptidase-4 Inhibitors or Neutral Protamine Hagedorn Basal Insulin as Add-On to Metformin in Type 2 Diabetes in Sweden","year":2014,"lang":"en","type":"article","venue":"Diabetes Therapy","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Health Economics","funders":"Lunds Universitet; Vetenskapsrådet; Novo Nordisk; Sanofi; Eli Lilly and Company","keywords":"Medicine; Metformin; Internal medicine; Endocrinology; Sitagliptin; Insulin; Type 2 Diabetes Mellitus; 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":[0.0009351201,0.0006225133,0.001698494,0.00146851,0.00006612916,0.0000601955,0.0003253363,0.0001568814,0.0003356162],"category_scores_gemma":[0.0001605048,0.000444148,0.0002579096,0.003333891,0.0001730059,0.0001986039,0.00009222119,0.000312668,0.00006789309],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002297948,"about_ca_system_score_gemma":0.0001271284,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001926993,"about_ca_topic_score_gemma":0.001417972,"domain_scores_codex":[0.9964627,0.0002577788,0.0008851926,0.0008559962,0.0005732084,0.0009651295],"domain_scores_gemma":[0.9979162,0.0003917475,0.0002706709,0.0009092648,0.0001793702,0.0003327816],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003822907,0.003137696,0.9273348,0.000200772,0.002212232,0.00003044305,0.001098152,0.000680137,0.004827523,0.00004697436,0.0008557166,0.05575258],"study_design_scores_gemma":[0.01090355,0.007989169,0.9021708,0.0006859748,0.0007313892,2.138249e-7,0.0003027758,0.003958364,0.0658451,0.00004834869,0.006684886,0.0006794079],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947404,0.0002603598,0.000005128724,0.0003060376,0.0001324593,0.003253552,0.00003979142,0.0000929132,0.001169347],"genre_scores_gemma":[0.9961921,0.00008617916,0.0005523748,0.001302403,0.00007783391,0.0006550163,0.0004105305,0.00007630191,0.0006472605],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06101758,"threshold_uncertainty_score":0.999801,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03225883259212647,"score_gpt":0.2965570996966915,"score_spread":0.2642982671045651,"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."}}