{"id":"W1989231157","doi":"10.1016/j.micinf.2008.02.007","title":"Effect of bacterial vaginosis, Lactobacillus and Premarin estrogen replacement therapy on vaginal gene expression changes","year":2008,"lang":"en","type":"article","venue":"Microbes and Infection","topic":"Reproductive tract infections research","field":"Immunology and Microbiology","cited_by":28,"is_retracted":false,"has_abstract":false,"ca_institutions":"Robarts Clinical Trials; Lawson Health Research Institute; Western University","funders":"Institute of Nuclear Energy Research","keywords":"Bacterial vaginosis; Estrogen; Biology; Lactobacillus; Vagina; Lactobacillus crispatus; Vaginal disease; Gene expression; Lactobacillaceae; Microbiology; Vaginal infections; Bacteria; Gene; Internal medicine; Endocrinology; Physiology; Medicine; Obstetrics; Genetics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003551328,0.0002968178,0.0008344356,0.0002480716,0.0002972933,0.000410371,0.0002124103,0.0006333113,0.003836019],"category_scores_gemma":[0.000618814,0.0002132941,0.0003796433,0.0002841485,0.0006309057,0.0002925048,0.0001817237,0.0008206746,0.000355178],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002733235,"about_ca_system_score_gemma":0.0006388525,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001390287,"about_ca_topic_score_gemma":0.002184236,"domain_scores_codex":[0.9996938,0.0001005469,0.00002053934,0.00003913665,0.00003180565,0.0001142644],"domain_scores_gemma":[0.9995297,0.0002192391,0.00003750045,0.00003731758,0.00002915974,0.0001469883],"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":[0.1093769,0.001824707,0.00149691,0.0001341898,0.00005877533,0.0003582571,0.0001921638,0.0002166433,0.8699731,0.0002040446,0.0004030569,0.01576125],"study_design_scores_gemma":[0.001785712,0.04175453,0.02753596,0.00003514426,0.0002473641,0.0005073214,0.0005812729,0.001449592,0.9214444,0.0002771924,0.004344702,0.00003666916],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968386,0.001467963,0.0001121486,0.0001982922,0.00009923188,0.00002180785,0.0002511937,0.00001695468,0.0009938076],"genre_scores_gemma":[0.9923329,0.0009814744,0.0004462949,0.0001485799,0.00007671151,0.00005296496,0.0003605717,0.0000122795,0.005588247],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003836019,"threshold_uncertainty_score":0.0128327,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0167239782448225,"score_gpt":0.2686458016420026,"score_spread":0.2519218233971801,"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."}}