{"id":"W4401193772","doi":"10.1111/febs.17235","title":"Interconnected microbiomes—insights and innovations in female urogenital health","year":2024,"lang":"en","type":"review","venue":"FEBS Journal","topic":"Urinary Tract Infections Management","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Joseph's Hospital; Lawson Health Research Institute; Western University","funders":"","keywords":"Bacterial vaginosis; Microbiome; Genitourinary system; Dysbiosis; Biology; Urinary system; Medicine; Intensive care medicine; Bioinformatics; Microbiology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003442848,0.0003111141,0.001056296,0.002256843,0.0001188853,0.0001349837,0.00009490243,0.000142024,0.0001237272],"category_scores_gemma":[0.00005427891,0.000233934,0.0002389267,0.001405136,0.00004506413,0.0001221571,0.000114135,0.001441204,0.0001895817],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006560459,"about_ca_system_score_gemma":0.0006484457,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001311945,"about_ca_topic_score_gemma":0.00002686102,"domain_scores_codex":[0.99822,0.0001276725,0.0009420239,0.0002873793,0.0001464994,0.000276413],"domain_scores_gemma":[0.9992011,0.00004629132,0.0003003616,0.0002130779,0.00007885591,0.0001602713],"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":[0.00001551566,0.001340102,0.00006346642,0.02927759,0.001288743,0.00225363,0.0006543538,2.801594e-7,0.000002883928,0.0008485053,0.01792743,0.9463275],"study_design_scores_gemma":[0.0003536368,0.0006330551,0.00008146879,0.01958726,0.0006905199,0.01677983,0.00007195349,0.000002401471,2.468336e-7,0.00006181463,0.961569,0.0001687863],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0009034215,0.9959673,0.00006084339,0.0005739572,0.0008059434,0.000703165,0.00001736506,0.00005379358,0.0009141703],"genre_scores_gemma":[0.0004154237,0.9969142,0.0003940259,0.0001812115,0.0003687707,0.00003190154,0.00009828214,0.00005960301,0.001536603],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9461587,"threshold_uncertainty_score":0.9539551,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06334682157353005,"score_gpt":0.3824366120784412,"score_spread":0.3190897905049111,"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."}}