{"id":"W2616886176","doi":"10.1136/bmjdrc-2016-000336","title":"The association between diabetes mellitus and incident infections: a systematic review and meta-analysis of observational studies","year":2017,"lang":"en","type":"review","venue":"BMJ Open Diabetes Research & Care","topic":"Diabetic Foot Ulcer Assessment and Management","field":"Medicine","cited_by":114,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"Canadian Institutes of Health Research; Canadian Diabetes Association","keywords":"Observational study; Medicine; Diabetes mellitus; Meta-analysis; Internal medicine; Research design; Intensive care medicine; Endocrinology; Statistics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.01477327,0.0004508671,0.009903818,0.0005299851,0.0007158489,0.0007097368,0.0008533653,0.0001801781,0.00003505819],"category_scores_gemma":[0.01106703,0.0002520459,0.001270509,0.001109524,0.0003080385,0.000270688,0.002192333,0.0005240927,0.000009140762],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005700311,"about_ca_system_score_gemma":0.0004344587,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003702996,"about_ca_topic_score_gemma":0.0001161234,"domain_scores_codex":[0.9930117,0.002323843,0.001681961,0.0006387096,0.001766098,0.0005777009],"domain_scores_gemma":[0.9874085,0.006907792,0.001828161,0.001452817,0.002231436,0.0001712455],"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":[6.056534e-7,0.00002660087,0.006256899,0.6474797,0.3304329,0.000001148541,0.00006936905,5.913945e-8,1.061293e-8,0.0001603978,0.001385944,0.01418635],"study_design_scores_gemma":[0.000140011,0.0001863745,0.002668208,0.06705976,0.8229804,1.637101e-7,0.0002889378,0.000002806345,3.273516e-7,0.00008173685,0.1063595,0.000231739],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00006144164,0.977895,1.900379e-7,0.001309086,0.00003763877,0.01977244,0.0002596673,0.00001260459,0.0006519681],"genre_scores_gemma":[0.0003829802,0.9820443,0.00004242483,0.0001028334,0.00004676464,0.01424595,0.0004770012,0.00003682808,0.002620914],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.58042,"threshold_uncertainty_score":0.9999932,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.567963991796627,"score_gpt":0.5865002227520579,"score_spread":0.01853623095543089,"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."}}