{"id":"W2803721377","doi":"10.1111/1471-0528.15299","title":"Vaginal microbiome in early pregnancy and subsequent risk of spontaneous preterm birth: a case–control study","year":2018,"lang":"en","type":"article","venue":"BJOG An International Journal of Obstetrics & Gynaecology","topic":"Reproductive tract infections research","field":"Immunology and Microbiology","cited_by":216,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier Universitaire Sainte-Justine; Université de Montréal; Université de Sherbrooke","funders":"Canadian Institutes of Health Research","keywords":"Lactobacillus crispatus; Lactobacillus gasseri; Bacterial vaginosis; Lactobacillus; Gardnerella vaginalis; Lactobacillus acidophilus; Microbiome; Biology; Microbiology; Obstetrics; Medicine; Gynecology; Bacteria; Bioinformatics; Probiotic; Genetics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001025585,0.0001828911,0.0004471532,0.001687067,0.00009727116,0.00003568341,0.0005118024,0.0001965464,0.0006518626],"category_scores_gemma":[0.002748396,0.0001640616,0.00009697904,0.0003954064,0.0004814224,0.0003319164,0.0001061403,0.0006716413,0.00002641561],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003726369,"about_ca_system_score_gemma":0.0002141126,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002895424,"about_ca_topic_score_gemma":0.0002401682,"domain_scores_codex":[0.9973513,0.0009664085,0.0008716757,0.0003416846,0.0001454576,0.0003234665],"domain_scores_gemma":[0.995974,0.001389852,0.0007276704,0.0002827221,0.001572371,0.00005335994],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006773945,0.001953842,0.9113194,0.000009822936,0.001111974,0.01330886,0.002317923,0.00002868647,0.01392156,0.0000885245,0.000008544047,0.05525349],"study_design_scores_gemma":[0.005672351,0.007033433,0.9514596,0.00001866866,0.00009670093,0.03293081,0.0004021195,0.00001074464,0.001832379,0.0001634426,0.0002404786,0.0001392615],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926808,0.002124835,0.0001425176,0.0000323836,0.004246403,0.0004513219,0.0001172981,0.000009575997,0.000194843],"genre_scores_gemma":[0.9994127,0.0001580434,0.0001620869,0.00001083,0.00007923673,0.00001168374,0.000003353263,0.00001776497,0.0001443168],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05511424,"threshold_uncertainty_score":0.7137439,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01791674421493075,"score_gpt":0.3013445529610307,"score_spread":0.2834278087461,"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."}}