{"id":"W4405368735","doi":"10.1111/aji.70026","title":"Vaginal Microbiome: Environmental, Biological, and Racial Influences on Gynecological Health Across the Lifespan","year":2024,"lang":"en","type":"review","venue":"American Journal of Reproductive Immunology","topic":"Reproductive tract infections research","field":"Immunology and Microbiology","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Brain Institute; University of Ottawa","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Microbiome; Lactobacillus; Biology; Vagina; Physiology; Ecology; Bacteria; Bioinformatics; Anatomy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004116822,0.000521787,0.0008038465,0.001065547,0.0002332861,0.0008737036,0.0003402402,0.0006927625,0.002673151],"category_scores_gemma":[0.0009550092,0.0001574276,0.0004396277,0.0009987835,0.0002629351,0.0007244559,0.0005699109,0.0008903743,0.0007434892],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003828649,"about_ca_system_score_gemma":0.0009642972,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001511845,"about_ca_topic_score_gemma":0.002638035,"domain_scores_codex":[0.9998204,0.00004871406,0.00002220186,0.00003318685,0.00005786113,0.0000176847],"domain_scores_gemma":[0.9997413,0.0001284979,0.00003779824,0.00000526667,0.00006544355,0.00002176285],"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":[0.00005882074,0.00002706862,0.0008936945,0.01073164,0.0001076774,0.0001204248,0.0001236526,0.0001180626,0.0008305372,0.001479073,0.01584213,0.9696673],"study_design_scores_gemma":[0.0000135868,0.0001616703,0.009001722,0.01547148,0.0003353071,0.002342013,0.0003071128,0.0001061232,0.0005873457,0.001733665,0.9699043,0.00003575156],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002584247,0.9983743,0.00007102654,0.0004154616,0.0001659774,0.000003289343,0.00002180773,0.000004028136,0.0006854776],"genre_scores_gemma":[0.001081431,0.9982057,0.0001062017,0.0001350461,0.0001273133,0.00000388447,0.00002100313,9.261317e-7,0.0003183993],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002673151,"threshold_uncertainty_score":0.008942604,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04265415047881845,"score_gpt":0.3898598932986263,"score_spread":0.3472057428198079,"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."}}