{"id":"W2974183155","doi":"10.1136/bmjdrc-2019-000728","title":"Effect of incretin-based therapies on cancers of digestive system among 101 595 patients with type 2 diabetes mellitus: a systematic review and network meta-analysis combining 84 trials with a median duration of 30 weeks","year":2019,"lang":"en","type":"review","venue":"BMJ Open Diabetes Research & Care","topic":"Metabolism, Diabetes, and Cancer","field":"Biochemistry, Genetics and Molecular Biology","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"National Natural Science Foundation of China","keywords":"Medicine; Incretin; Internal medicine; Metformin; Meta-analysis; Subgroup analysis; Placebo; Cochrane Library; Diabetes mellitus; Randomized controlled trial; Type 2 diabetes; Gastroenterology; Sitagliptin; Liraglutide; Insulin; Endocrinology; Pathology","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":[0.01046548,0.0006859014,0.0122205,0.0003080735,0.00009997864,0.00008888844,0.000917275,0.00033132,0.00004377987],"category_scores_gemma":[0.001967536,0.0003747153,0.001095212,0.001355773,0.0004107632,0.00002055946,0.0002593139,0.0003277874,0.000001775393],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000128031,"about_ca_system_score_gemma":0.0009686075,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001405026,"about_ca_topic_score_gemma":0.00007790215,"domain_scores_codex":[0.9859735,0.009423955,0.001952253,0.0008436868,0.001217094,0.000589507],"domain_scores_gemma":[0.9906651,0.002566437,0.003230207,0.001418762,0.001951674,0.0001678268],"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":[0.0002441832,0.00003559349,0.003663271,0.8958101,0.08590612,7.23391e-7,0.00009912198,0.0000935992,0.000006019806,0.000005638165,0.00008089735,0.0140547],"study_design_scores_gemma":[0.002546427,0.01088441,0.0002029688,0.4690127,0.5106747,1.580118e-7,0.0004002606,0.00005089613,0.002198785,0.000001123898,0.002917783,0.001109804],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01627022,0.964689,0.000001198143,0.000002721958,0.00004540014,0.01823257,0.0006802103,0.000005135663,0.00007350536],"genre_scores_gemma":[0.07389623,0.9190601,0.00005577808,0.00002216977,0.00004990277,0.005335511,0.001475803,0.00009025964,0.00001425251],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4267974,"threshold_uncertainty_score":0.9998705,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08887781937430299,"score_gpt":0.4138281656167798,"score_spread":0.3249503462424768,"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."}}