{"id":"W4402897606","doi":"10.1371/journal.pone.0310903","title":"Risk factors for urinary tract infection in elderly patients with type 2 diabetes: A protocol for systematic review and meta-analysis","year":2024,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Urinary Tract Infections Management","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Cochrane Library; Meta-analysis; MEDLINE; Systematic review; Psychological intervention; Protocol (science); Cohort study; Type 2 Diabetes Mellitus; Diabetes mellitus; Intensive care medicine; Internal medicine; Gerontology; Alternative medicine; Pathology; Psychiatry","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":[],"consensus_categories":[],"category_scores_codex":[0.0003886647,0.0001870078,0.001210219,0.0004083052,0.00005177062,0.00003648473,0.0000320205,0.00004513578,0.00007717023],"category_scores_gemma":[0.0003088758,0.0001170474,0.0002920163,0.0007292458,0.00001413549,0.0001734897,0.00001313115,0.0001229294,0.000005491085],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009149728,"about_ca_system_score_gemma":0.00002181928,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002389159,"about_ca_topic_score_gemma":0.0000145016,"domain_scores_codex":[0.9988309,0.00007965896,0.0004125765,0.0002991771,0.0002116683,0.0001660375],"domain_scores_gemma":[0.9990571,0.0002944619,0.0001546535,0.0002763158,0.0001618138,0.00005571783],"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":[0.00008704929,0.01453607,0.1183161,0.7278706,0.1390051,0.000003136483,0.00008527427,0.000008597679,0.000002381072,0.00001058867,0.00006528087,0.000009766333],"study_design_scores_gemma":[0.001072762,0.01511708,0.03722984,0.01089419,0.9346282,0.00000101702,0.000008523712,0.0006698645,0.0000412277,0.00003474322,0.0001004998,0.000202002],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.4423569,0.001472842,0.0004155778,0.0002446055,0.00001206578,0.555154,0.00008675177,0.0001684502,0.00008889165],"genre_scores_gemma":[0.3099091,0.00007898561,0.0008941784,0.00009639908,0.0000157059,0.6883135,0.00008876746,0.00004520061,0.0005580969],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.7956231,"threshold_uncertainty_score":0.4773053,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09344184253595447,"score_gpt":0.32029476880355,"score_spread":0.2268529262675955,"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."}}