{"id":"W3199176382","doi":"10.1192/bjo.2021.1010","title":"Depression in pregnant women with and without COVID-19","year":2021,"lang":"en","type":"article","venue":"BJPsych Open","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Institut du Savoir Montfort; Children’s Health Research Institute; University of Ottawa; Western University","funders":"Canada First Research Excellence Fund","keywords":"Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Pregnancy; Depression (economics); Medicine; Psychology; Obstetrics; Virology; Internal medicine; Biology; Economics; Outbreak; Keynesian economics; Infectious disease (medical specialty)","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001911992,0.00009413438,0.0002208541,0.00003464603,0.00006273321,0.00003908722,0.0000876303,0.00004460306,0.0003010368],"category_scores_gemma":[0.00003089327,0.00006710754,0.000006860228,0.0000957579,0.00002797742,0.00009568242,0.0001387947,0.0001171681,0.00001353362],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008632189,"about_ca_system_score_gemma":0.0002575527,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002317335,"about_ca_topic_score_gemma":0.0001733567,"domain_scores_codex":[0.9991343,0.00006016325,0.0001578156,0.0002793462,0.0001305726,0.0002377762],"domain_scores_gemma":[0.9993215,0.00002294041,0.00004404769,0.0002389835,0.00001763002,0.0003549338],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002913593,0.0002184197,0.9875678,0.002039783,0.00001593675,0.0003658891,0.001408228,0.000001824027,0.0002092601,0.00008391595,0.0001321731,0.005043221],"study_design_scores_gemma":[0.008201079,0.0006423968,0.9420128,0.01200481,0.00001613089,0.001029475,0.000480341,0.00002370117,0.003215901,0.0003588152,0.03181107,0.0002034394],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.986586,0.00145484,0.0000277591,0.002080252,0.00007695232,0.001093623,0.000005572156,0.00001888912,0.008656134],"genre_scores_gemma":[0.9884711,0.0003357589,0.0009394031,0.003591232,0.00002458206,0.0002531152,0.00000845299,0.00001464317,0.006361731],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04555491,"threshold_uncertainty_score":0.3296142,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04363473712898885,"score_gpt":0.376620442339524,"score_spread":0.3329857052105351,"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."}}