{"id":"W2779053224","doi":"10.1128/aem.02200-17","title":"Promising Prebiotic Candidate Established by Evaluation of Lactitol, Lactulose, Raffinose, and Oligofructose for Maintenance of a Lactobacillus-Dominated Vaginal Microbiota","year":2017,"lang":"en","type":"article","venue":"Applied and Environmental Microbiology","topic":"Reproductive tract infections research","field":"Immunology and Microbiology","cited_by":97,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada; Lawson Health Research Institute; Western University","funders":"Canadian Institutes of Health Research; Government of Canada; Kimberly-Clark","keywords":"Lactobacillus crispatus; Lactobacillus; Biology; Bacterial vaginosis; Prebiotic; Microbiology; Lactobacillus fermentum; Lactobacillus gasseri; Population; Dysbiosis; Lactulose; Probiotic; Food science; Gut flora; Bacteria; Medicine; Immunology; Fermentation; Lactobacillus plantarum; Lactic acid","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":[0.0001068096,0.0004803556,0.0003868174,0.0004138505,0.0001603437,0.0003064928,0.0003119736,0.0002905481,0.001851605],"category_scores_gemma":[0.0001242565,0.0001060204,0.0003712635,0.0003039942,0.0001058459,0.0002286394,0.0002170192,0.0004366365,0.0002773037],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001409438,"about_ca_system_score_gemma":0.0002323027,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005292688,"about_ca_topic_score_gemma":0.001152931,"domain_scores_codex":[0.9999148,0.00001443867,0.000006976398,0.00001714928,0.00002676557,0.00001978041],"domain_scores_gemma":[0.9999356,0.000004412716,0.00001482444,0.000004681892,0.00001781413,0.00002270338],"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":[0.0003713937,0.0003113094,0.0001979771,0.0001848004,0.00001392333,0.000100888,0.000008263975,0.0001369177,0.9921905,0.00005379885,0.00006566852,0.006364454],"study_design_scores_gemma":[0.00007174841,0.007938732,0.003338591,0.00003911506,0.00008856654,0.0002139031,0.00006211813,0.0005916899,0.981994,0.00003585155,0.00561087,0.00001469131],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9890144,0.006387704,0.001537515,0.0001302866,0.00007361374,0.000190051,0.0006175456,0.00005365774,0.001995193],"genre_scores_gemma":[0.9870477,0.003619314,0.005794319,0.0001325532,0.00001415947,0.00008716014,0.0007511522,0.00001909782,0.002534626],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001851605,"threshold_uncertainty_score":0.006194293,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01183232941335709,"score_gpt":0.258331155707079,"score_spread":0.2464988262937219,"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."}}