{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007604358,0.001765041,0.002570303,0.002131125,0.0002369019,0.002166354,0.001279449,0.001375694,0.003312158],"category_scores_gemma":[0.01832046,0.001062846,0.006093324,0.001156854,0.0006662072,0.001138341,0.001171662,0.001493055,0.0001933518],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005233805,"about_ca_system_score_gemma":0.002469938,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01253019,"about_ca_topic_score_gemma":0.004087681,"domain_scores_codex":[0.9957789,0.003364306,0.0001290284,0.0002070488,0.0002240656,0.0002965838],"domain_scores_gemma":[0.9847532,0.01301279,0.001029923,0.0003031598,0.0004440571,0.0004568732],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.01845852,0.0005592357,0.0164176,0.001132153,0.004567294,0.0005854129,0.00008549719,0.94539,0.0006115642,0.002083072,0.0008237014,0.009285958],"study_design_scores_gemma":[0.004346516,0.008406974,0.03263222,0.0008782725,0.01001301,0.0007873966,0.0003596978,0.9353729,0.001229347,0.004145897,0.001636115,0.0001916696],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9838606,0.005827371,0.00498119,0.0006540683,0.00008127852,0.0003674148,0.002017595,0.00006449065,0.00214599],"genre_scores_gemma":[0.9970381,0.0007799473,0.001078087,0.00007584623,0.00001355835,0.0001256438,0.000531701,0.00001024907,0.0003467988],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01253019,"threshold_uncertainty_score":0.04021621,"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."}}