{"id":"W3186367394","doi":"10.1136/jech-2020-216029","title":"Type 2 diabetes mellitus and antibiotic-resistant infections: a systematic review and meta-analysis","year":2021,"lang":"en","type":"review","venue":"Journal of Epidemiology & Community Health","topic":"Urinary Tract Infections Management","field":"Medicine","cited_by":57,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; Wellcome Trust; Wellcome","keywords":"Medicine; Respiratory tract infections; Meta-analysis; Observational study; Urinary system; Internal medicine; Type 2 Diabetes Mellitus; Population; Diabetes mellitus; MEDLINE; Respiratory system; Environmental health; Biology","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":["metaresearch","metaepi_narrow","metaepi_broad","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.02604821,0.0004999357,0.02248173,0.001070888,0.0004040502,0.00001993887,0.0002375948,0.0002738386,0.0000943203],"category_scores_gemma":[0.014853,0.0003150139,0.002588847,0.001416079,0.0002044623,0.00009552393,0.000247158,0.002765148,0.000005252057],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000423975,"about_ca_system_score_gemma":0.000665908,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004411865,"about_ca_topic_score_gemma":0.0002642688,"domain_scores_codex":[0.9728435,0.02213571,0.004154705,0.0002886469,0.0001751382,0.000402278],"domain_scores_gemma":[0.980679,0.01164562,0.00515755,0.001565555,0.0005054689,0.0004468414],"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":[0.000002480896,0.0007260462,0.0001421982,0.8002856,0.196142,0.00001509256,0.00002019955,9.044198e-7,5.752203e-9,0.0002197352,0.0007610763,0.001684626],"study_design_scores_gemma":[0.00009857652,0.00228089,0.0001286186,0.1017473,0.771043,0.0008154616,0.00003795915,0.000001549588,6.367662e-9,0.00004633013,0.1236515,0.0001488224],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001963411,0.9942138,0.00008585463,0.00379654,0.00009535767,0.001656744,0.00002319979,0.00001812158,0.00009080653],"genre_scores_gemma":[0.00006135833,0.993422,0.001444861,0.004818221,0.00003550227,0.00002620892,0.0000672928,0.00003117054,0.00009333004],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6985384,"threshold_uncertainty_score":0.9999302,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2627480551682478,"score_gpt":0.4749858808351555,"score_spread":0.2122378256669077,"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."}}