{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003550411,0.0001708298,0.0002361012,0.0001644314,0.0002574997,0.00001347213,0.00003860073,0.0001438291,0.0001951787],"category_scores_gemma":[0.00004644527,0.0001301665,0.00004001943,0.00008760818,0.0002179495,0.00009161437,0.00006113174,0.0001909772,0.00001902713],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003805253,"about_ca_system_score_gemma":0.00001665671,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003489238,"about_ca_topic_score_gemma":0.00001191689,"domain_scores_codex":[0.9989018,0.0003459704,0.0001549589,0.0003575204,0.00003939596,0.0002003771],"domain_scores_gemma":[0.9995089,0.0001052344,0.00008665847,0.000217544,0.00006014386,0.00002148904],"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":[0.00136744,0.0001483756,0.0754218,0.00003573498,0.00007839412,8.934235e-7,0.000203824,0.000001866311,0.8983129,0.000009057055,0.000440644,0.02397907],"study_design_scores_gemma":[0.001825554,0.004499809,0.06300452,0.00003002539,0.00001429254,0.0002083793,0.000003851899,5.201578e-7,0.9107743,0.000004570724,0.01952953,0.0001046391],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970539,0.001775056,0.00003551693,0.00005738312,0.0003627937,0.0004634357,0.00001350845,0.00003866589,0.0001997009],"genre_scores_gemma":[0.9944359,0.005092076,0.00002501096,0.00001431151,0.00007279302,0.00005341147,0.00005709224,0.00001273557,0.0002366876],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02387443,"threshold_uncertainty_score":0.5308037,"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."}}