{"id":"W4206289802","doi":"10.21203/rs.3.rs-1167874/v1","title":"The COVID-19 pandemic impacted maternal mental health differently depending on pregnancy status and trimester of gestation","year":2022,"lang":"en","type":"preprint","venue":"Research Square","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; Manitoba Health; University of Manitoba; McGill University; Université du Québec à Trois-Rivières; Hôpital Maisonneuve-Rosemont; Western University; Centre Hospitalier Universitaire Sainte-Justine; University of Saskatchewan; University of Alberta; Université de Montréal","funders":"","keywords":"Pregnancy; Pandemic; Coronavirus disease 2019 (COVID-19); Gestation; Obstetrics; Medicine; First trimester; 2019-20 coronavirus outbreak; Second trimester; Maternal health; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Environmental health; Virology; Health services; Biology; Population; Infectious disease (medical specialty); Internal medicine; Disease","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":[0.0009921376,0.0002860522,0.0002787449,0.0004920083,0.0006003739,0.001917187,0.0003871646,0.0005941098,0.01274331],"category_scores_gemma":[0.007600408,0.0002206867,0.0005668832,0.00103791,0.0003460026,0.001067389,0.001867901,0.001175993,0.001023107],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001080633,"about_ca_system_score_gemma":0.002297576,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07029891,"about_ca_topic_score_gemma":0.07836162,"domain_scores_codex":[0.9991226,0.0002871933,0.00003450689,0.0001108187,0.00006885418,0.0003760464],"domain_scores_gemma":[0.9987073,0.000496881,0.0002732644,0.00008412379,0.0001689218,0.0002695417],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001187315,0.0001212996,0.9214429,0.0001967904,0.0002725808,0.0004940828,0.005057391,0.0003207596,0.0007221532,0.005403336,0.01870128,0.0460802],"study_design_scores_gemma":[0.00002851864,0.00009067009,0.9790658,0.0003557194,0.00008888008,0.0001249275,0.009433086,0.0002537138,0.0001756884,0.001265785,0.009097853,0.00001945296],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.928737,0.002164224,0.000462829,0.01463234,0.0005941765,0.00006911007,0.01512844,0.00003485082,0.03817695],"genre_scores_gemma":[0.9854577,0.001963739,0.0002736163,0.001318402,0.0001566883,0.00006331841,0.003754191,0.00005274804,0.006959594],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07029891,"threshold_uncertainty_score":0.1397794,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1382312599960009,"score_gpt":0.476152052249718,"score_spread":0.3379207922537171,"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."}}