{"id":"W2033877426","doi":"10.1155/2008/256490","title":"Vaginal Microbiota and the Use of Probiotics","year":2008,"lang":"en","type":"article","venue":"Interdisciplinary Perspectives on Infectious Diseases","topic":"Reproductive tract infections research","field":"Immunology and Microbiology","cited_by":206,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lawson Health Research Institute; Western University","funders":"Natural Sciences and Engineering Research Council of Canada; Advanced Foods and Materials Network","keywords":"Bacterial vaginosis; Microbiology; Vagina; Lactobacillus; Antibiotics; Clindamycin; Population; Genitourinary system; Metronidazole; Antimicrobial; Medicine; Biology; Gram-Positive Cocci; Vaginal flora; Bacteria; Internal medicine; Staphylococcus aureus; Surgery","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0001455602,0.0002539184,0.0003854478,0.0003118012,0.0007725161,0.00003409502,0.000193694,0.0001092947,0.0002158521],"category_scores_gemma":[0.0004277325,0.0001698151,0.0002156576,0.0003058235,0.004231398,0.0002449551,0.0004458108,0.0004665855,0.0001285976],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001222561,"about_ca_system_score_gemma":0.00008927782,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005858396,"about_ca_topic_score_gemma":0.000008675725,"domain_scores_codex":[0.9982989,0.0004637204,0.0003057297,0.0005474892,0.00007294182,0.0003112402],"domain_scores_gemma":[0.9980563,0.0008522169,0.0001501986,0.0005951312,0.0003065509,0.00003963723],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.03398711,0.02406485,0.4353753,0.000512167,0.008715005,0.0002591711,0.1140229,0.00257613,0.1964354,0.1172946,0.05793285,0.008824523],"study_design_scores_gemma":[0.01632677,0.007030423,0.9182384,0.000347209,0.0005939347,0.006553517,0.01495775,0.00007683579,0.02082444,0.006248605,0.007466319,0.001335787],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931158,0.002433771,0.0001443422,0.0006996315,0.0003230522,0.000732826,0.0001119033,0.0001248,0.00231382],"genre_scores_gemma":[0.9978846,0.0004375388,0.00002579983,0.00003496098,0.00006229597,0.00006259618,0.00001667056,0.00002615165,0.0014494],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4828631,"threshold_uncertainty_score":0.9984785,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03009684359365022,"score_gpt":0.2961073677477999,"score_spread":0.2660105241541497,"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."}}