{"id":"W4390617516","doi":"10.3390/jcm13020315","title":"Lower Urinary Tract Inflammation and Infection: Key Microbiological and Immunological Aspects","year":2024,"lang":"en","type":"review","venue":"Journal of Clinical Medicine","topic":"Urinary Tract Infections Management","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Urinary system; Urethritis; Urethra; Interstitial cystitis; Inflammation; Immune system; Pathophysiology; Intensive care medicine; Immunology; Urology; 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":[0.0004365671,0.0007846985,0.001207363,0.002340025,0.0003242611,0.001281566,0.0005103092,0.0009212259,0.004264813],"category_scores_gemma":[0.0009767658,0.0002034002,0.0005155691,0.002099525,0.0003867972,0.001186546,0.0006619826,0.001358045,0.001364242],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005170462,"about_ca_system_score_gemma":0.001534057,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001268733,"about_ca_topic_score_gemma":0.002064815,"domain_scores_codex":[0.9997188,0.00005923442,0.00004996036,0.00003439861,0.0001074508,0.00003002553],"domain_scores_gemma":[0.9996157,0.0001880894,0.00005945802,0.000009205259,0.000100332,0.00002721483],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008215673,0.00008057935,0.0004921334,0.03935911,0.0001489216,0.0005291349,0.0001938444,0.0003085902,0.001966695,0.004196799,0.04041617,0.9122257],"study_design_scores_gemma":[0.000009801824,0.00009933737,0.001742366,0.01138517,0.0001626668,0.003530054,0.0001566915,0.00007673445,0.0004001464,0.001968967,0.9804459,0.00002205676],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001144606,0.998307,0.00008764756,0.0002872165,0.000241719,0.000004907207,0.00001788633,0.000004792631,0.0009343961],"genre_scores_gemma":[0.0007287374,0.9981881,0.0001578115,0.0001782078,0.0002851399,0.000004584064,0.00002801644,9.676733e-7,0.0004283258],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004264813,"threshold_uncertainty_score":0.01426721,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1335446330262866,"score_gpt":0.455466817985568,"score_spread":0.3219221849592814,"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."}}