{"id":"W2111948659","doi":"10.1136/bmjopen-2014-005752","title":"Safety and effectiveness of dipeptidyl peptidase-4 inhibitors versus intermediate-acting insulin or placebo for patients with type 2 diabetes failing two oral antihyperglycaemic agents: a systematic review and network meta-analysis","year":2014,"lang":"en","type":"review","venue":"BMJ Open","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University of Alberta; Ottawa Hospital; University of Ottawa; McMaster University; University of Calgary; St. Michael's Hospital","funders":"National Institute on Deafness and Other Communication Disorders; Canadian Institutes of Health Research; Ministry of Health, British Columbia; Fondation pour la Recherche Médicale; Alberta Innovates; University of Ottawa","keywords":"Medicine; Placebo; Internal medicine; Meta-analysis; Insulin; Dipeptidyl peptidase-4 inhibitor; Dipeptidyl peptidase-4; Diabetes mellitus; Type 2 Diabetes Mellitus; Type 2 diabetes; Endocrinology; Pathology; Alternative medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.01449021,0.002627503,0.0187316,0.004269643,0.0004993337,0.002895572,0.001950259,0.002228586,0.003017373],"category_scores_gemma":[0.02513995,0.001432757,0.03872671,0.003415669,0.0007545779,0.001722069,0.001208888,0.001882539,0.0002827265],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003126667,"about_ca_system_score_gemma":0.001857215,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004622371,"about_ca_topic_score_gemma":0.008846493,"domain_scores_codex":[0.9898865,0.005559232,0.002180761,0.001101095,0.001045511,0.0002269185],"domain_scores_gemma":[0.9860712,0.009790666,0.002708138,0.0003860983,0.0007712244,0.0002727807],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.01310141,0.00005013909,0.002627772,0.1048607,0.872142,0.0000796626,0.00004793723,0.0006654134,0.0002104717,0.00006003737,0.0002133778,0.005941125],"study_design_scores_gemma":[0.004340249,0.0005824774,0.001981469,0.00557109,0.9864204,0.00006274829,0.00002492487,0.000346529,0.0001058078,0.0001090032,0.0004362276,0.00001909373],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.04108689,0.9538072,0.001301318,0.0003785205,0.0004121136,0.001123621,0.001114744,0.00007220396,0.0007033607],"genre_scores_gemma":[0.6889898,0.3015664,0.00360877,0.001114185,0.0003725961,0.00234374,0.001284656,0.00004813153,0.0006717406],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0187316,"threshold_uncertainty_score":0.07663244,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1072541883589534,"score_gpt":0.4049061734727448,"score_spread":0.2976519851137914,"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."}}