{"id":"W4409841774","doi":"10.1016/j.ejogrb.2025.114006","title":"Impact of COVID-19 on perinatal outcomes in First Nations and all other mothers and their offspring in Manitoba","year":2025,"lang":"en","type":"article","venue":"European Journal of Obstetrics & Gynecology and Reproductive Biology","topic":"COVID-19 Impact on Reproduction","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children's Hospital Research Institute of Manitoba; First Nations Health and Social Secretariat of Manitoba; University of Winnipeg; Winnipeg Regional Health Authority; Manitoba Health; University of Manitoba","funders":"Canadian Institutes of Health Research - Antimicrobial Resistance Research Initiative; Canadian Institutes of Health Research","keywords":"Medicine; Offspring; Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Pandemic; Perinatal mortality; Coronavirus Infections; Pregnancy; Demography; Virology; Fetus; Internal medicine; Outbreak; Disease; Genetics; Infectious disease (medical specialty)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005286658,0.0003638434,0.0002560235,0.0009928131,0.0009559933,0.0007525632,0.0006463536,0.0002456082,0.0008182512],"category_scores_gemma":[0.001757654,0.0003277824,0.0003031551,0.001290274,0.000485104,0.0002795513,0.001197671,0.000519864,0.0000829256],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00482754,"about_ca_system_score_gemma":0.004346507,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6552826,"about_ca_topic_score_gemma":0.7279356,"domain_scores_codex":[0.9996061,0.00009441162,0.0000263133,0.00006127566,0.00006218378,0.0001497678],"domain_scores_gemma":[0.9986641,0.000115853,0.0006264469,0.00005869107,0.0002129437,0.0003218587],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001605495,0.00001562483,0.9984107,0.00001505691,0.00002497738,0.00009629827,0.0002233338,0.00001928988,0.00008807934,0.0000143395,0.00008859466,0.0009877522],"study_design_scores_gemma":[0.00000132067,0.00001909051,0.9988652,0.00002379755,0.0000132659,0.00008001482,0.0007972503,0.00002800859,0.0000387146,0.000005517064,0.0001259303,0.000001814441],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981506,0.0006025312,0.00003101041,0.0001425477,0.000007808841,0.00001517445,0.000620494,0.000003966702,0.0004257956],"genre_scores_gemma":[0.9984009,0.0007869741,0.00008464432,0.00008305901,0.000004980609,0.00001808221,0.0003766604,0.000001791407,0.0002428754],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3447174,"threshold_uncertainty_score":0.693495,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03528132945606111,"score_gpt":0.3346189856420037,"score_spread":0.2993376561859426,"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."}}