{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000376689,0.0002966896,0.0003526143,0.0002123146,0.0007513654,0.0000596301,0.0002226991,0.0001504518,0.006272499],"category_scores_gemma":[0.0001531382,0.0002455267,0.0001760806,0.0003556262,0.000106091,0.0002702196,0.0001361847,0.0003990872,0.00107134],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009190768,"about_ca_system_score_gemma":0.00011221,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004592233,"about_ca_topic_score_gemma":0.0000585145,"domain_scores_codex":[0.9971218,0.001366367,0.0003074965,0.0005650315,0.0001178028,0.0005215115],"domain_scores_gemma":[0.9989049,0.0003656957,0.0001494336,0.0004602793,0.00009359887,0.00002609],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0006071752,0.000814816,0.001831966,0.000005251991,0.0008058158,0.000005768575,0.0008957109,0.00002267772,0.9835616,0.0003825273,0.001547033,0.009519671],"study_design_scores_gemma":[0.002392244,0.002595063,0.03328418,0.000005513318,0.00006071487,0.00002305247,0.0003142114,0.000001323834,0.9181278,0.00009328028,0.04285229,0.0002503652],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9903552,0.0001764393,0.00001191916,0.0005474178,0.002032056,0.0009300757,0.00008263221,0.0002886452,0.005575592],"genre_scores_gemma":[0.9919561,0.00004025074,0.00003611874,0.0000317517,0.0001825565,0.0005858989,0.0007468672,0.00003687401,0.006383569],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06543383,"threshold_uncertainty_score":0.9999997,"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."}}