{"id":"W4408488607","doi":"10.1101/2025.03.14.643255","title":"The vaginal microbiota, symptoms, and local immune correlates in transmasculine individuals using sustained testosterone therapy","year":2025,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Reproductive tract infections research","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Women's College Hospital; University of Toronto; Western University","funders":"","keywords":"Testosterone (patch); Immune system; Medicine; Internal medicine; Immunology","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":[0.000212592,0.0001568303,0.0002541833,0.0003347774,0.0004063844,0.0004654726,0.0001123045,0.0002259502,0.001983437],"category_scores_gemma":[0.0004745342,0.00008980633,0.0001648979,0.0002618403,0.0002165913,0.000148672,0.0003047664,0.0004675004,0.0001834691],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001907539,"about_ca_system_score_gemma":0.0001477097,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001107885,"about_ca_topic_score_gemma":0.001280614,"domain_scores_codex":[0.9998879,0.00002568025,0.000006785167,0.00002444304,0.00002409762,0.00003110153],"domain_scores_gemma":[0.9997521,0.00002543167,0.00007892451,0.000013604,0.0000188484,0.0001111717],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002474982,0.0005149491,0.8901281,0.00009818271,0.00009610416,0.001285812,0.0009382493,0.0001165385,0.05808847,0.0001168731,0.0005084089,0.04563345],"study_design_scores_gemma":[0.00002022608,0.001302325,0.9909816,0.00002402218,0.0000548584,0.002293749,0.001236764,0.0002240285,0.002955814,0.000124738,0.0007714169,0.0000105201],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989321,0.0003072622,0.00009695987,0.00005837986,0.00000644592,0.000007402219,0.00008362434,0.000004690594,0.0005032707],"genre_scores_gemma":[0.999084,0.0001126373,0.0001446401,0.00005884563,0.000009268772,0.000008345735,0.00009241221,0.000002418672,0.0004874514],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001983437,"threshold_uncertainty_score":0.006635249,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01279638850856098,"score_gpt":0.2511634265171592,"score_spread":0.2383670380085982,"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."}}