{"id":"W4396841769","doi":"10.1097/olq.0000000000001962","title":"Response to Antibiotic Treatment of Bacterial Vaginosis Predicts the Effectiveness of LACTIN-V (Lactobacillus crispatus CTV-05) in the Prevention of Recurrent Disease","year":2024,"lang":"en","type":"article","venue":"Sexually Transmitted Diseases","topic":"Reproductive tract infections research","field":"Immunology and Microbiology","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Division of Microbiology and Infectious Diseases, National Institute of Allergy and Infectious Diseases; Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Institute of Allergy and Infectious Diseases; National Institutes of Health","keywords":"Medicine; Bacterial vaginosis; Metronidazole; Lactobacillus crispatus; Placebo; Internal medicine; Antibiotics; Confidence interval; Clinical trial; Regimen; Vaginal disease; Vaginal flora; Gastroenterology; Surgery; Vagina; Lactobacillus; Gynecology; Microbiology; Bacteria; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001129592,0.0002267048,0.0003933786,0.0003547828,0.00007540436,0.00001997433,0.0002497527,0.000088439,0.0001030311],"category_scores_gemma":[0.0006806543,0.0001342222,0.0002356823,0.0007245393,0.0003702714,0.0001128265,0.00002748262,0.0001601728,0.00001464615],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001054103,"about_ca_system_score_gemma":0.000470674,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002249078,"about_ca_topic_score_gemma":0.00003349384,"domain_scores_codex":[0.9943724,0.004254831,0.0004649641,0.0004454074,0.0001669696,0.0002954692],"domain_scores_gemma":[0.996013,0.003056757,0.00008772649,0.0006292288,0.00016291,0.00005030784],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0717815,0.009619527,0.04085148,0.00185309,0.001333932,0.00005291268,0.004459284,0.0002050835,0.8271579,0.000586541,0.0002140395,0.04188473],"study_design_scores_gemma":[0.001732145,0.003820664,0.8853246,0.0005457489,0.0004816986,0.00001043545,0.000432795,0.000005743878,0.1059799,0.000271568,0.001257425,0.0001373463],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.98867,0.007239338,0.0001673101,0.0003938659,0.0006759965,0.001918391,0.0008520482,0.00003682426,0.00004620963],"genre_scores_gemma":[0.9993273,0.0002205089,0.00000571582,0.000006290628,0.00002910975,0.0001502386,0.0001711131,0.00001985338,0.00006988205],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8444731,"threshold_uncertainty_score":0.5473421,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02011827452309944,"score_gpt":0.3118108421531623,"score_spread":0.2916925676300628,"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."}}