{"id":"W4223416865","doi":"10.5489/cuaj.7775","title":"The healthy urinary microbiome in asymptomatic participants in the MAPP Network Study: Relation to gender, age, and menopausal status","year":2022,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Urinary Tract Infections Management","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Asymptomatic; Microbiome; Ureaplasma; Physiology; Urinary system; Internal medicine; Lactobacillus; Urine; Medicine; Biology; Immunology; Microbiology; Bioinformatics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0004304693,0.000247877,0.0003376067,0.0004394942,0.0005115684,0.0004507158,0.0002294264,0.0002926013,0.00122812],"category_scores_gemma":[0.001773725,0.0001676737,0.0001703072,0.0004244988,0.000273843,0.0003698473,0.0005514385,0.0002029631,0.00009307348],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000142875,"about_ca_system_score_gemma":0.0001859507,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003104928,"about_ca_topic_score_gemma":0.004890594,"domain_scores_codex":[0.9997064,0.00007640361,0.00001988543,0.00008321278,0.00006151087,0.00005251478],"domain_scores_gemma":[0.9994592,0.00008325426,0.0002437502,0.00003197889,0.00004362841,0.00013822],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002261145,0.00002226113,0.9977397,0.00001024956,0.00002237705,0.00007254321,0.0001744586,0.000007639913,0.0007581175,0.000007036901,0.00006297629,0.0008965784],"study_design_scores_gemma":[0.000003711704,0.00008280716,0.9993646,0.000004284746,0.00001040463,0.0001574934,0.0002100814,0.00003478841,0.0000430347,0.00001247603,0.00007483501,0.00000151742],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999496,0.0001219221,0.00003970161,0.00001883737,0.000002682212,0.000004931251,0.0001868679,0.000001030378,0.000127999],"genre_scores_gemma":[0.999604,0.00005673588,0.0000622412,0.00001957042,0.000005384572,0.000008280683,0.0001611689,0.000001184379,0.0000813931],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003104928,"threshold_uncertainty_score":0.00617373,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03404035619784555,"score_gpt":0.2862957529732365,"score_spread":0.2522553967753909,"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."}}