{"id":"W2679991926","doi":"10.1080/03007995.2017.1345730","title":"Network meta-analysis of liraglutide versus dipeptidyl peptidase-4 inhibitors for the treatment of type 2 diabetes in Japanese patients","year":2017,"lang":"en","type":"review","venue":"Current Medical Research and Opinion","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Liraglutide; Dipeptidyl peptidase-4; Type 2 diabetes; Dipeptidyl peptidase-4 inhibitor; Saxagliptin; Sitagliptin; Internal medicine; Diabetes mellitus; Dipeptidyl peptidase; Pharmacology; Glucagon-like peptide-1; Meta-analysis; Endocrinology; Enzyme; Biochemistry","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":[0.001714775,0.0003494655,0.003400159,0.0006327666,0.0001239669,0.00002607498,0.0003196411,0.0002088436,0.0001157926],"category_scores_gemma":[0.001537865,0.0001739319,0.001402559,0.0008461855,0.0004674548,0.00004267011,0.0001761911,0.000299082,0.000004875734],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001577879,"about_ca_system_score_gemma":0.0002882116,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006449267,"about_ca_topic_score_gemma":0.00005746383,"domain_scores_codex":[0.9964923,0.0002989199,0.0008411381,0.0004752689,0.001298662,0.0005937242],"domain_scores_gemma":[0.9947832,0.003471751,0.0003862526,0.0007305554,0.0003085103,0.0003197407],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000189563,0.001498792,0.001001914,0.006716226,0.0484334,0.000001409864,0.00007599434,6.011355e-7,7.937258e-9,0.00005332356,0.002480281,0.9395485],"study_design_scores_gemma":[0.002075854,0.003858193,0.0004215205,0.003072236,0.08655918,3.693694e-8,0.00001912524,0.0001430578,4.395573e-7,0.00001931293,0.9037086,0.0001223754],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0007148478,0.9952501,7.341523e-7,0.0001261247,0.0007518936,0.002935892,0.0001042789,0.000006038016,0.0001100948],"genre_scores_gemma":[0.001283212,0.995975,0.0000134172,0.000003391339,0.0003264314,0.0007732127,0.001417044,0.00002425242,0.0001840648],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9394261,"threshold_uncertainty_score":0.7092738,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4695309847121052,"score_gpt":0.513261358917863,"score_spread":0.04373037420575776,"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."}}