{"id":"W4386316914","doi":"10.1002/9781119862611.ch17","title":"Urinary System","year":2023,"lang":"en","type":"other","venue":"","topic":"Urinary Tract Infections Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Dysbiosis; Microbiome; Urinary system; Microbiology; Biology; Probiotic; Antimicrobial; Biofilm; Kidney; Medicine; Immunology; Bacteria; Bioinformatics; Internal medicine; Genetics","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":[0.0005671387,0.0005659822,0.0007203096,0.001366357,0.001749182,0.002235292,0.0006645771,0.001015293,0.1784561],"category_scores_gemma":[0.003377633,0.0001885089,0.0006526451,0.001457462,0.0006555002,0.001358588,0.002007274,0.001084793,0.05133912],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00104925,"about_ca_system_score_gemma":0.003123609,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005059502,"about_ca_topic_score_gemma":0.004714159,"domain_scores_codex":[0.9991149,0.0001242252,0.0001054604,0.0001419997,0.000350473,0.0001628687],"domain_scores_gemma":[0.9987526,0.0001414103,0.0001986207,0.0001344875,0.0004397458,0.0003331871],"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":[0.0003197437,0.0002125648,0.01998267,0.002049495,0.0001300341,0.005053472,0.0004153637,0.0002327299,0.00213257,0.0191083,0.3416785,0.6086845],"study_design_scores_gemma":[0.00003187505,0.0001427753,0.00892256,0.001062082,0.00004710049,0.01317167,0.0002323615,0.0001066777,0.0005937018,0.003202151,0.9724554,0.00003158184],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02658415,0.07166318,0.009444806,0.01600147,0.005609688,0.000588859,0.0174207,0.003151212,0.8495359],"genre_scores_gemma":[0.3031446,0.05800775,0.01517373,0.01805934,0.00436194,0.0005060136,0.01563709,0.001278271,0.5838313],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1784561,"threshold_uncertainty_score":0.5969952,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01820617283936547,"score_gpt":0.2738240408769624,"score_spread":0.255617868037597,"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."}}