{"id":"W2790895069","doi":"10.1002/dmrr.3004","title":"Risk of dipeptidyl peptidase‐4 (DPP‐4) inhibitors on site‐specific cancer: A systematic review and meta‐analysis","year":2018,"lang":"en","type":"review","venue":"Diabetes/Metabolism Research and Reviews","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":70,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Observational study; Internal medicine; Meta-analysis; Randomized controlled trial; Cancer; Thyroid cancer; Dipeptidyl peptidase-4; Oncology; Pancreatic cancer; Placebo; Breast cancer; Endocrinology; Pathology; Type 2 diabetes; Diabetes mellitus","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.007575407,0.001254841,0.0216818,0.001970097,0.0002792136,0.0001410035,0.0004602631,0.0003548879,0.0006231016],"category_scores_gemma":[0.000794268,0.0006806744,0.00411465,0.003455469,0.0006911368,0.0001169839,0.0004818207,0.001056793,0.0004056628],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001205215,"about_ca_system_score_gemma":0.0001200682,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004780187,"about_ca_topic_score_gemma":0.00001569177,"domain_scores_codex":[0.9900669,0.003170291,0.002749952,0.001551671,0.001299705,0.001161523],"domain_scores_gemma":[0.993838,0.0009906858,0.001710158,0.002161,0.0005496863,0.0007504735],"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":[0.000005627964,0.000287067,0.0000310569,0.8518786,0.1056572,0.000008608111,0.0000356047,1.376176e-8,6.822403e-7,0.00008945611,0.01383909,0.02816696],"study_design_scores_gemma":[0.000210887,0.0002441923,0.000008448556,0.1275504,0.4551046,9.616011e-7,0.000005003007,5.818409e-7,0.000004329867,0.00001311322,0.416571,0.0002864834],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00008902367,0.9828587,6.111077e-7,0.0001414822,0.0000826884,0.01543694,0.0005605519,0.0000376433,0.0007923746],"genre_scores_gemma":[0.00001116176,0.9866559,0.0001382959,0.0002463915,0.0002598163,0.006321845,0.0003338978,0.0001089445,0.005923752],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7243282,"threshold_uncertainty_score":0.9995645,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1164697704017907,"score_gpt":0.4010385081206752,"score_spread":0.2845687377188845,"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."}}