{"id":"W4413341131","doi":"10.1177/08892229251366174","title":"Circulating Short-Chain Fatty Acids: Association with Vaginal Microbiota, Genital Inflammation, and HIV Acquisition","year":2025,"lang":"en","type":"article","venue":"AIDS Research and Human Retroviruses","topic":"Reproductive tract infections research","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"National Institute of Allergy and Infectious Diseases; Canadian Institutes of Health Research; United States Agency for International Development","keywords":"Human immunodeficiency virus (HIV); Inflammation; Sex organ; Association (psychology); Immunology; Vaginal flora; Medicine; Biology; Vagina; Genetics; Psychology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001752657,0.0001669707,0.0002297177,0.0006158492,0.001299708,0.0002277651,0.0001366518,0.0002213795,0.0001572579],"category_scores_gemma":[0.0004739179,0.0001485815,0.00003197118,0.0005143428,0.0006292605,0.0003770268,0.0001787041,0.000819152,0.00006344837],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002970673,"about_ca_system_score_gemma":0.0001274927,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001813916,"about_ca_topic_score_gemma":0.00007819366,"domain_scores_codex":[0.9978959,0.000533358,0.0002697862,0.000529626,0.0001690201,0.0006022978],"domain_scores_gemma":[0.9984426,0.0004580857,0.00005975922,0.0002993744,0.0006945102,0.00004563309],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009761429,0.0000554918,0.5286236,0.00004392995,0.0001802161,0.000005277893,0.0001928829,0.000001216204,0.4650435,0.00337849,0.0005481359,0.00182964],"study_design_scores_gemma":[0.00103173,0.0009556315,0.8295899,0.000092744,0.00003269139,0.00005945604,0.0007331003,0.000001487701,0.1622546,0.001649906,0.003398007,0.0002007146],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954932,0.0008935687,0.0002828588,0.000290776,0.00005560457,0.0004704003,0.00002750745,0.0000683722,0.00241769],"genre_scores_gemma":[0.9944887,0.00008788789,0.0001206787,0.00001860814,0.00007822298,0.0000644258,0.0001028544,0.00001570115,0.005022909],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3027888,"threshold_uncertainty_score":0.9996437,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02977185494001493,"score_gpt":0.3320062301891592,"score_spread":0.3022343752491443,"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."}}