{"id":"W4220867181","doi":"","title":"Metronidazole treatment rapidly reduces genital inflammation through effects on bacterial vaginosis-associated bacteria rather than lactobacilli","year":2022,"lang":"en","type":"article","venue":"","topic":"Reproductive tract infections research","field":"Immunology and Microbiology","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research; National Institutes of Health","keywords":"Bacterial vaginosis; Lactobacillus; Inflammation; Metronidazole; Sex organ; Immune system; Lactobacillus crispatus; Immunology; Bacteria; Microbiology; Biology; Vaginal flora; Human immunodeficiency virus (HIV); Vaginal disease; Microbiome; Medicine; Antibiotics; Vagina; Bioinformatics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007924821,0.0004647111,0.001345384,0.0002433382,0.0001798931,0.0006948691,0.0004681353,0.0009174485,0.006634957],"category_scores_gemma":[0.001535913,0.0002483591,0.000593868,0.0002493718,0.0003255556,0.0004616074,0.0001868821,0.0009574335,0.0004495785],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003414475,"about_ca_system_score_gemma":0.0006399713,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000500744,"about_ca_topic_score_gemma":0.001612442,"domain_scores_codex":[0.9996009,0.0001966827,0.00003848203,0.00006220719,0.00004384751,0.00005779455],"domain_scores_gemma":[0.9995366,0.000131339,0.0001841285,0.00002346658,0.00004111183,0.00008333617],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.680751,0.01162626,0.002886585,0.01760872,0.001724051,0.0001783908,0.0001215681,0.0005518609,0.09901053,0.000494571,0.005247187,0.1797993],"study_design_scores_gemma":[0.6941671,0.2599795,0.02270889,0.00130842,0.001425937,0.0002870421,0.0001233244,0.0008312098,0.01106306,0.0004261742,0.007636344,0.00004285482],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.931672,0.05436338,0.00127905,0.001695214,0.0008087642,0.004455618,0.001946734,0.0001720081,0.003607277],"genre_scores_gemma":[0.9756215,0.01238643,0.003203769,0.001184239,0.0004462547,0.003351724,0.0006741841,0.00002568556,0.003106395],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006634957,"threshold_uncertainty_score":0.02219611,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02018965066663801,"score_gpt":0.272552409404515,"score_spread":0.252362758737877,"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."}}