{"id":"W7117411861","doi":"10.1016/j.srhc.2025.101182","title":"Impact of COVID-19 on Group B Streptococcus Colonization Prevalence And Pregnancy Outcomes: A Single-Center Retrospective Study","year":2025,"lang":"en","type":"article","venue":"Sexual & Reproductive Healthcare","topic":"Neonatal and Maternal Infections","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brampton Civic Hospital; Université du Québec en Outaouais; McGill University","funders":"Fakulteit Geneeskunde en Gesondheidswetenskappe, Universiteit Stellenbosch","keywords":"Retrospective cohort study; Colonization; Pregnancy; Group B; Pandemic; Streptococcus; Health care; Postpartum period","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":[0.001152257,0.0002623239,0.0004109159,0.000995931,0.0006400086,0.0006647377,0.0003916626,0.0003341814,0.001129348],"category_scores_gemma":[0.00287966,0.0004281262,0.0004733378,0.001291052,0.0004077752,0.0005478747,0.0007521689,0.0004452838,0.0001919808],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004896776,"about_ca_system_score_gemma":0.000873537,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006681306,"about_ca_topic_score_gemma":0.006777406,"domain_scores_codex":[0.9989022,0.0002479617,0.0001987327,0.0003105335,0.0001906457,0.000149858],"domain_scores_gemma":[0.9975985,0.0003797129,0.001205658,0.0002466025,0.0002534586,0.0003161234],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003042857,0.00001241848,0.9992781,0.000009858935,0.00001793696,0.00008619738,0.00005733108,0.000007375915,0.00005512898,0.00000769812,0.00002177074,0.0004156949],"study_design_scores_gemma":[0.000005784784,0.0002427509,0.9974136,0.00002971535,0.00003932423,0.001095588,0.0006934985,0.00007167046,0.00009087427,0.00001178683,0.0002992713,0.000006090611],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986585,0.0004837493,0.0001129208,0.00002240796,0.000005880825,0.00002267571,0.0003465794,0.000002431963,0.0003447608],"genre_scores_gemma":[0.9991456,0.0002291206,0.0001179098,0.00002952663,0.000009043014,0.0000220949,0.000363279,0.000002136757,0.00008124211],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006681306,"threshold_uncertainty_score":0.0132848,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04767962046882542,"score_gpt":0.3991702048248238,"score_spread":0.3514905843559984,"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."}}