{"id":"W4313729219","doi":"10.1093/ofid/ofad007","title":"Treatment Success Following Standard Antibiotic Treatment for Bacterial Vaginosis Is Not Associated With Pretreatment Genital Immune or Microbial Parameters","year":2023,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Reproductive tract infections research","field":"Immunology and Microbiology","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; University Health Network; University of Toronto","funders":"Division of Microbiology and Infectious Diseases, National Institute of Allergy and Infectious Diseases; National Institute of Allergy and Infectious Diseases; Canadian Institutes of Health Research; National Institutes of Health","keywords":"Bacterial vaginosis; Medicine; Antibiotics; Sex organ; Immune system; Microbiology; Immunology; Obstetrics; Biology","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":[0.0006594792,0.0001701837,0.0003586258,0.0002938411,0.0002867961,0.0005102061,0.0001699797,0.0003695702,0.00300813],"category_scores_gemma":[0.004060377,0.0001030832,0.0003054939,0.0003030338,0.0002646851,0.0002974677,0.0003218066,0.0004153605,0.0002801407],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002195377,"about_ca_system_score_gemma":0.0002724189,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00153851,"about_ca_topic_score_gemma":0.002513062,"domain_scores_codex":[0.9992842,0.0002259168,0.00006598581,0.0001279853,0.0001394606,0.0001564667],"domain_scores_gemma":[0.9980369,0.0005104773,0.0009715314,0.00009772397,0.0001135168,0.0002697813],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006572732,0.0001074573,0.990025,0.00003726971,0.0001010388,0.00006687341,0.00007807929,0.00003567963,0.001385932,0.00002245829,0.0001624377,0.007320506],"study_design_scores_gemma":[0.00001089261,0.0004898529,0.9983517,0.00001964201,0.00003636781,0.0002010877,0.0001415637,0.0001757022,0.0003300159,0.00002168509,0.0002186568,0.000002902952],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983379,0.0006198039,0.0001051526,0.00007542866,0.00001000854,0.00001553103,0.0002105316,0.000003560754,0.0006220815],"genre_scores_gemma":[0.999652,0.00007114247,0.00005033693,0.00001793607,0.000006919062,0.000006421461,0.0001059581,0.000001018122,0.00008813437],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00300813,"threshold_uncertainty_score":0.01006317,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03413986071833493,"score_gpt":0.3242813076729652,"score_spread":0.2901414469546303,"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."}}