{"id":"W2904121990","doi":"10.1093/cid/ciy762","title":"Impact of Standard Bacterial Vaginosis Treatment on the Genital Microbiota, Immune Milieu, and Ex Vivo Human Immunodeficiency Virus Susceptibility","year":2018,"lang":"en","type":"article","venue":"Clinical Infectious Diseases","topic":"Reproductive tract infections research","field":"Immunology and Microbiology","cited_by":91,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Women's Health In Women's Hands; McMaster University; University of Toronto","funders":"National Institute of Allergy and Infectious Diseases; Canadian Institutes of Health Research","keywords":"Bacterial vaginosis; Ex vivo; Medicine; Immune system; Human immunodeficiency virus (HIV); Immunology; Microbiome; Virology; Microbiology; In vivo; Biology; Bioinformatics","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":[0.001096962,0.000405477,0.001009867,0.0002068798,0.0002311782,0.0004472267,0.0003326496,0.0005697004,0.0023451],"category_scores_gemma":[0.001119892,0.0001558888,0.0003768164,0.0002290564,0.000411713,0.000282302,0.0003251974,0.0008798564,0.000159259],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003605825,"about_ca_system_score_gemma":0.0004474404,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004649661,"about_ca_topic_score_gemma":0.0007936081,"domain_scores_codex":[0.9993871,0.00026676,0.00004941308,0.00009224818,0.0001089297,0.00009553548],"domain_scores_gemma":[0.9993464,0.0001799115,0.0001605389,0.00006278884,0.00005149018,0.0001987659],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.6219172,0.06247268,0.01987877,0.001774822,0.001170692,0.0001336215,0.0002806949,0.001087619,0.1151499,0.0001223174,0.0008034513,0.1752082],"study_design_scores_gemma":[0.02871015,0.8758459,0.06972632,0.0001302028,0.0005690523,0.0001415565,0.0001502532,0.0007491313,0.02224533,0.0000978898,0.001615331,0.00001882785],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971287,0.00203262,0.00006964,0.00006180964,0.00003525654,0.0002119236,0.00009775001,0.000006398706,0.0003558492],"genre_scores_gemma":[0.9980574,0.0005537375,0.0004284752,0.00009519497,0.00004662906,0.0002945935,0.0001556416,0.000002749214,0.0003656329],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0023451,"threshold_uncertainty_score":0.007845104,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04210102352515022,"score_gpt":0.3871887566650814,"score_spread":0.3450877331399312,"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."}}