{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003849387,0.0001028111,0.0001762528,0.0002540694,0.0009145403,0.00009549141,0.0001281292,0.00004984724,0.00008734412],"category_scores_gemma":[0.0003289566,0.00007145514,0.00002409833,0.0007384205,0.00001793034,0.00006097287,0.00005965223,0.0008510405,0.00001130451],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0022695,"about_ca_system_score_gemma":0.0002410219,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001235204,"about_ca_topic_score_gemma":0.005349388,"domain_scores_codex":[0.9970928,0.001233385,0.0004437774,0.000169772,0.0003523885,0.0007078532],"domain_scores_gemma":[0.9989591,0.0003845962,0.0001741282,0.0001363682,0.00003340548,0.0003123962],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000136309,0.000699061,0.9870356,0.000003254971,0.0000634609,0.000759434,0.002199048,0.002972122,0.000003856996,0.0001889555,0.005091999,0.0008469219],"study_design_scores_gemma":[0.000956249,0.003718555,0.958515,0.000003634122,0.00004033899,0.00019708,0.001781282,0.0002191442,1.770992e-8,0.0007035828,0.03379694,0.00006821043],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9696916,0.0002675039,0.000007342929,0.02823058,0.0002569021,0.0009067302,0.000005554566,0.00001093722,0.0006227986],"genre_scores_gemma":[0.9933916,0.00004219426,0.00004454913,0.006114725,0.0001140852,0.0001437132,0.000008342326,0.00000831215,0.000132527],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02870494,"threshold_uncertainty_score":0.7033997,"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."}}