{"id":"W2749938832","doi":"10.1038/s41598-017-07790-9","title":"The vaginal microbiome of pregnant women is less rich and diverse, with lower prevalence of Mollicutes, compared to non-pregnant women","year":2017,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Reproductive tract infections research","field":"Immunology and Microbiology","cited_by":201,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; University of Guelph; University of Toronto; Western University; National Research Council Canada; Lawson Health Research Institute; B.C. Women's Hospital & Health Centre; Women's Health Research Institute; Agriculture and Agri-Food Canada; University of British Columbia; Lunenfeld-Tanenbaum Research Institute; Saskatchewan Research Council (Canada); University of Saskatchewan","funders":"Canadian Institutes of Health Research; Genome British Columbia","keywords":"Microbiome; Pregnancy; Dysbiosis; Ureaplasma; Medicine; Obstetrics; Bacterial vaginosis; Lactobacillus; Physiology; Gynecology; Mycoplasma; Biology; Bioinformatics; Microbiology; Genetics","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":[0.0001528493,0.0001329827,0.000244081,0.0002377948,0.0002666202,0.000331625,0.00007286719,0.0001675826,0.001479183],"category_scores_gemma":[0.001072845,0.0001070235,0.0001344699,0.0003500261,0.0001707068,0.000158487,0.000267861,0.0001819184,0.0002389435],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001077027,"about_ca_system_score_gemma":0.0002111837,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001751347,"about_ca_topic_score_gemma":0.002417441,"domain_scores_codex":[0.9998747,0.00003566988,0.00001021864,0.00003674147,0.00002379871,0.00001881773],"domain_scores_gemma":[0.9998197,0.00004807555,0.00007505841,0.00001742207,0.0000149032,0.00002490129],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008787561,0.00007591677,0.7773281,0.0003996485,0.0001352565,0.0009136962,0.00245932,0.0001386062,0.1251229,0.0002360538,0.0008094569,0.09150232],"study_design_scores_gemma":[0.000005855013,0.0002381602,0.9894085,0.00007843623,0.00004863111,0.001792171,0.001403425,0.0001231122,0.003374458,0.0002696975,0.003250331,0.000007105454],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957849,0.001583679,0.0004974923,0.0001901211,0.00001444793,0.00001229925,0.0004718792,0.00001269716,0.001432475],"genre_scores_gemma":[0.9975141,0.0009059426,0.0007841275,0.00009277817,0.00000696196,0.00001274627,0.0002268304,0.000005022964,0.0004513442],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001751347,"threshold_uncertainty_score":0.004948318,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01992903827113592,"score_gpt":0.2797869278450167,"score_spread":0.2598578895738808,"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."}}