{"id":"W4223645424","doi":"10.3389/ijph.2022.1604497","title":"Maternal Perceived Stress During the COVID-19 Pandemic: Pre-Existing Risk Factors and Concurrent Correlates in New York City Women","year":2022,"lang":"en","type":"article","venue":"International Journal of Public Health","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Environmental Health Sciences; NIH Office of the Director; National Institutes of Health; NYU Grossman School of Medicine; York University","keywords":"Pandemic; Medicine; Public health; Mental health; Depression (economics); Social support; Young adult; Coronavirus disease 2019 (COVID-19); Psychiatry; Environmental health; Gerontology; Demography; Psychology; Nursing; Disease; Social psychology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000322793,0.0001919667,0.0001517755,0.000520269,0.000542889,0.0004249765,0.0002687587,0.0003181448,0.00144736],"category_scores_gemma":[0.001202593,0.0002944337,0.0001707204,0.0007515079,0.000309983,0.0003208365,0.0005290129,0.0004848599,0.0001015253],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005688342,"about_ca_system_score_gemma":0.0006099545,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05699651,"about_ca_topic_score_gemma":0.09642654,"domain_scores_codex":[0.9998519,0.00003771492,0.00001486233,0.00002800739,0.00002126867,0.00004623574],"domain_scores_gemma":[0.9994223,0.00007180706,0.0002779879,0.00002267516,0.00005407982,0.0001512128],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002063248,0.00001929061,0.9990811,0.000006254095,0.000008139153,0.00003850074,0.0002277814,0.000009570997,0.00008372141,0.000005233826,0.00007319484,0.0004264077],"study_design_scores_gemma":[9.172299e-7,0.00002462382,0.9993111,0.000006013233,0.000002508023,0.00002770174,0.0005291757,0.00002545829,0.00001039941,0.000002507793,0.00005859074,0.000001073702],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999203,0.000131293,0.0000155991,0.00008322069,0.000006362065,0.00001177829,0.0002703816,8.159775e-7,0.0002775222],"genre_scores_gemma":[0.9993709,0.0001533419,0.00003316111,0.00003166148,0.000009848452,0.00001985715,0.0002181848,6.226651e-7,0.000162359],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05699651,"threshold_uncertainty_score":0.1133295,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1193152509793377,"score_gpt":0.3838203579731675,"score_spread":0.2645051069938298,"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."}}