{"id":"W2980298370","doi":"10.14336/ad.2019.0303","title":"Neurological Manifestation of Incretin-Based Therapies in Patients with Type 2 Diabetes: A Systematic Review and Network Meta-Analysis","year":2019,"lang":"en","type":"review","venue":"Aging and Disease","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"National Natural Science Foundation of China","keywords":"Medicine; Incretin; Metformin; Placebo; Type 2 diabetes; Internal medicine; Linagliptin; Sitagliptin; Saxagliptin; Diabetes mellitus; Odds ratio; Type 2 Diabetes Mellitus; Pharmacology; Insulin; Endocrinology","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":[0.0002511746,0.0002330315,0.003177585,0.0001490368,0.00001552117,0.00001479316,0.00004047721,0.00003077083,0.0000232457],"category_scores_gemma":[0.00007891006,0.0001199416,0.0003383034,0.0003914519,0.00002931598,0.00002359587,0.00002523169,0.00006109661,0.000002113073],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009213837,"about_ca_system_score_gemma":0.00003658036,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002479588,"about_ca_topic_score_gemma":6.621355e-7,"domain_scores_codex":[0.9988024,0.0002544238,0.0003784869,0.0002721122,0.000159594,0.0001330197],"domain_scores_gemma":[0.9990666,0.0001943366,0.000297921,0.0002892699,0.00004420706,0.0001076512],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.00001937949,0.0001193855,0.03411468,0.9300455,0.0330038,0.000009643372,0.000006770711,0.000004649208,2.490274e-10,0.0000128733,0.00003061599,0.002632636],"study_design_scores_gemma":[0.0003938737,0.0002405808,0.007433652,0.05390277,0.9371075,5.422556e-8,0.000001627848,0.00004537421,7.704992e-10,0.000006966178,0.0007393222,0.0001282835],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001325817,0.9963175,0.000001529103,0.00006305963,0.00000750173,0.002237621,0.00001540368,0.00001198647,0.00001955698],"genre_scores_gemma":[0.007932846,0.9904861,0.00004819875,0.0008501495,0.000004989713,0.0002013928,0.0003998069,0.00001621176,0.00006024737],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9041037,"threshold_uncertainty_score":0.4891078,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04359775138969233,"score_gpt":0.2933079331681805,"score_spread":0.2497101817784882,"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."}}