{"id":"W4413257877","doi":"10.1038/s41398-025-03527-9","title":"The association between prenatal maternal anxiety, infant brain volumes, and temperament during the COVID-19 pandemic","year":2025,"lang":"en","type":"article","venue":"Translational Psychiatry","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; University of British Columbia; Alberta Children's Hospital; Western University","funders":"Canadian Institutes of Health Research; Alberta Children's Hospital Research Institute; Canada First Research Excellence Fund; Canada Research Chairs; Government of Canada","keywords":"Temperament; Pandemic; Coronavirus disease 2019 (COVID-19); Anxiety; 2019-20 coronavirus outbreak; Association (psychology); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Psychiatry; Medicine; Psychology; Clinical psychology; Personality; Virology; Internal medicine; Psychotherapist","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":[0.000579831,0.0001254294,0.0001417813,0.00004345115,0.000622382,0.0000554059,0.0001050033,0.00009405785,0.00003320207],"category_scores_gemma":[0.00003417714,0.00007859397,0.00006409654,0.00009636735,0.00005703093,0.00006178107,0.00002345164,0.0002946081,0.000007581129],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000144256,"about_ca_system_score_gemma":0.0002561709,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001551616,"about_ca_topic_score_gemma":0.0001820376,"domain_scores_codex":[0.9987814,0.0001012979,0.0003463562,0.0001953525,0.0003356775,0.0002398888],"domain_scores_gemma":[0.9992843,0.0003143443,0.0001014866,0.0001564383,0.00002247661,0.0001209758],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003083498,0.00002001968,0.9954042,0.001107803,0.0001171358,6.428284e-7,0.0001946435,0.000008840322,0.00002760298,0.001655704,0.0004225193,0.0007325337],"study_design_scores_gemma":[0.00157991,0.000035714,0.9815565,0.0005317142,0.00006822991,0.00004539059,0.00002848497,0.00005137036,0.00006517403,0.00274872,0.01321235,0.00007648316],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.913707,0.003085744,0.00009591922,0.08138445,0.000581674,0.0005572821,0.00008131821,0.00005456818,0.0004520279],"genre_scores_gemma":[0.9926158,0.0004097213,0.000120676,0.003404319,0.0002859996,0.00004671943,0.00003337313,0.000009594661,0.00307385],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07890873,"threshold_uncertainty_score":0.4786922,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01460083149488332,"score_gpt":0.3126773441256867,"score_spread":0.2980765126308033,"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."}}