{"id":"W4407623567","doi":"10.3390/life15020309","title":"The Role of Urinary Microbiome Analysis in the Diagnostic Approach and Management of Urinary Incontinence: A Systematic Review","year":2025,"lang":"en","type":"review","venue":"Life","topic":"Urinary Tract Infections Management","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Urinary incontinence; Microbiome; Urinary system; Medicine; Urology; Intensive care medicine; Bioinformatics; Biology; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004568273,0.001285184,0.005259001,0.007035534,0.0004795132,0.002010972,0.001250637,0.001361698,0.00428843],"category_scores_gemma":[0.02211625,0.0006143824,0.005957767,0.006789553,0.0005065355,0.001597861,0.001167696,0.0008885099,0.0003670718],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001781157,"about_ca_system_score_gemma":0.008038715,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007051499,"about_ca_topic_score_gemma":0.01952407,"domain_scores_codex":[0.9968957,0.001163107,0.0009787994,0.0002375503,0.0006034739,0.0001214914],"domain_scores_gemma":[0.9880908,0.009010058,0.001526751,0.0001458391,0.001079269,0.0001472214],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001563918,0.0000191727,0.0007729057,0.8710479,0.00612754,0.00008991391,0.0001133288,0.0001534062,0.00018705,0.0002906485,0.002604637,0.1184372],"study_design_scores_gemma":[0.0001481416,0.0002126079,0.005589921,0.876222,0.06000731,0.0005603289,0.0002121823,0.0001588251,0.0002432167,0.0005677357,0.05603166,0.00004597754],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002139948,0.9992704,0.00006833713,0.000127993,0.00005340817,0.00004425008,0.00009728842,0.000003366136,0.0001209844],"genre_scores_gemma":[0.003133868,0.996201,0.0002542086,0.0001697558,0.00003570757,0.00007404887,0.00008064318,0.000001817492,0.0000488411],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.007051499,"threshold_uncertainty_score":0.02415967,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01521392389148184,"score_gpt":0.3034452862216306,"score_spread":0.2882313623301488,"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."}}