{"id":"W1593357338","doi":"10.3402/mehd.v26.27799","title":"Changes in vaginal microbiota following antimicrobial and probiotic therapy","year":2015,"lang":"en","type":"article","venue":"Microbial Ecology in Health and Disease","topic":"Reproductive tract infections research","field":"Immunology and Microbiology","cited_by":136,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lawson Health Research Institute; Western University","funders":"","keywords":"Bacterial vaginosis; Lactobacillus rhamnosus; Lactobacillus crispatus; Gardnerella vaginalis; Probiotic; Microbiology; Antimicrobial; Lactobacillus reuteri; Lactobacillus; Bifidobacterium bifidum; Prevotella; Biology; Medicine; Bacteria; Lactobacillus acidophilus","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001215935,0.0002510185,0.0004691508,0.0005695053,0.0001868658,0.00003306145,0.0001396446,0.0002287954,0.00004031253],"category_scores_gemma":[0.0004676648,0.0002469736,0.00004403453,0.000333839,0.0004210815,0.0001310971,0.0001372038,0.0005306654,0.00007174666],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002197183,"about_ca_system_score_gemma":0.001145102,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008595118,"about_ca_topic_score_gemma":0.002250282,"domain_scores_codex":[0.9971526,0.0008588698,0.0004145711,0.0006985611,0.00002950151,0.0008458467],"domain_scores_gemma":[0.9991284,0.0001359238,0.00009929849,0.0002546359,0.00005449349,0.00032723],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001657,0.001093963,0.7459897,0.0002489081,0.00006082645,0.0001210767,0.001622777,0.00001783538,0.23894,0.0001032795,0.005092825,0.005051867],"study_design_scores_gemma":[0.02143177,0.001799581,0.927035,0.0003109286,0.00002577928,0.0005266777,0.0008005347,0.00001118103,0.006585361,0.0005114289,0.04002944,0.0009323618],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9793844,0.006838414,0.000003977998,0.01176812,0.0007577792,0.001116857,0.00003772964,0.00004091439,0.00005186464],"genre_scores_gemma":[0.9965107,0.0008784038,0.00008359882,0.001955867,0.00005074473,0.00006224074,0.0001198557,0.00002286673,0.0003157017],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2323546,"threshold_uncertainty_score":0.9999983,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03289508134580979,"score_gpt":0.3161950558303482,"score_spread":0.2832999744845385,"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."}}