{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007245451,0.0002302568,0.0004536554,0.0001057193,0.0003311537,0.00002553891,0.0002142725,0.0002638306,0.00009372567],"category_scores_gemma":[0.0001238029,0.0002067881,0.00005030931,0.00003633184,0.001675859,0.0001438495,0.0002061545,0.0002081469,0.000008174979],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008633574,"about_ca_system_score_gemma":0.00005029754,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002087804,"about_ca_topic_score_gemma":0.00002415831,"domain_scores_codex":[0.9985383,0.000137872,0.00036184,0.0005562344,0.00003443232,0.0003713122],"domain_scores_gemma":[0.9988937,0.0001384036,0.000413933,0.000472951,0.00005068849,0.00003034698],"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":[0.0004811725,0.0002339443,0.00485124,0.00007725628,0.0002069318,2.572634e-7,0.0001957861,0.000003351975,0.9855828,0.00008852407,0.0004979001,0.007780835],"study_design_scores_gemma":[0.004918753,0.0002777524,0.03952791,0.00003265744,0.0001632761,0.0001213424,0.0002621892,0.00001245137,0.9515426,0.0001574741,0.002762781,0.0002207836],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961853,0.001304112,0.00005721383,0.0001089738,0.0001476006,0.001197811,0.0006902384,0.0000105405,0.0002982313],"genre_scores_gemma":[0.9987136,0.0002635632,0.000175935,0.00001538023,0.00001288246,0.00006025907,0.0005154427,0.00002104737,0.0002218503],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03467667,"threshold_uncertainty_score":0.8432574,"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."}}