{"id":"W3133667421","doi":"10.1507/endocrj.ej20-0647","title":"Systematic review and meta-analysis: dipeptidyl peptidase-4 inhibitors and rheumatoid arthritis risk","year":2021,"lang":"en","type":"review","venue":"Endocrine Journal","topic":"Peptidase Inhibition and Analysis","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Natural Science Foundation of China","keywords":"Medicine; Rheumatoid arthritis; Meta-analysis; Internal medicine; Randomized controlled trial; Cochrane Library; Relative risk; Observational study; Subgroup analysis; MEDLINE; Type 2 diabetes; Diabetes mellitus; Confidence interval; Endocrinology","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001520124,0.0009635656,0.01759784,0.001154073,0.0003407723,0.0003212203,0.0001626736,0.0001707827,0.003092989],"category_scores_gemma":[0.001197092,0.0006153234,0.007888578,0.001560386,0.0001343707,0.0001986131,0.0001820823,0.001790333,0.00006195172],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001110935,"about_ca_system_score_gemma":0.0002656055,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001903842,"about_ca_topic_score_gemma":0.00002179226,"domain_scores_codex":[0.993141,0.001490519,0.003234077,0.000770495,0.000835663,0.0005282598],"domain_scores_gemma":[0.9951442,0.0003703318,0.00245534,0.0008015336,0.0003810966,0.0008474982],"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":[0.000001567584,0.0001175921,0.000006104573,0.6256093,0.3590646,0.00178365,0.00002875789,2.276126e-7,2.181376e-7,0.00002526432,0.005855034,0.007507661],"study_design_scores_gemma":[0.0003107236,0.00004804642,6.985309e-7,0.2679724,0.6257687,0.0213436,0.00005388951,0.000002246098,6.338498e-7,0.000006776561,0.08412901,0.0003633278],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000005541592,0.9977072,0.00005783147,0.0005895123,0.00002871014,0.001151363,0.0002038838,0.00005014998,0.000205838],"genre_scores_gemma":[0.00002522018,0.9960295,0.0003781675,0.0006213955,0.0001849567,0.0002004096,0.0001996255,0.00008192387,0.002278787],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.357637,"threshold_uncertainty_score":0.9996298,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03650105427176647,"score_gpt":0.3340431116059305,"score_spread":0.297542057334164,"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."}}