{"id":"W3120171561","doi":"10.1016/j.jad.2021.01.027","title":"COVID-19 and mental health during pregnancy: The importance of cognitive appraisal and social support","year":2021,"lang":"en","type":"article","venue":"Journal of Affective Disorders","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":199,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Metropolitan University; McMaster University","funders":"Canadian Institutes of Health Research","keywords":"Mental health; Anxiety; Social isolation; Social support; Psychology; Psychiatry; Depression (economics); Clinical psychology; Cognition; Cognitive appraisal; Protective factor; Pandemic; Pregnancy; Medicine; Coronavirus disease 2019 (COVID-19); Disease; Social psychology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001144916,0.0004475449,0.0005208652,0.0006959981,0.0008675713,0.002543144,0.0005389123,0.0008586596,0.002717304],"category_scores_gemma":[0.008638083,0.0003064052,0.000615716,0.0008773228,0.0005296789,0.0005815352,0.001245514,0.001446907,0.0001389004],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009738805,"about_ca_system_score_gemma":0.00132464,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02867288,"about_ca_topic_score_gemma":0.04412339,"domain_scores_codex":[0.9990164,0.0004109657,0.00007616999,0.0001039756,0.0002137041,0.000178718],"domain_scores_gemma":[0.9952088,0.001756765,0.00165119,0.0002601171,0.0003941825,0.0007289199],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004887216,0.0004014485,0.9768192,0.00008949274,0.0003096459,0.0002227533,0.001356034,0.0001236678,0.0002891874,0.0005439781,0.0003534646,0.01900237],"study_design_scores_gemma":[0.000009199975,0.00004608682,0.9986086,0.00002926207,0.000048618,0.00006478157,0.0005022957,0.0001269235,0.00002618471,0.0001828916,0.0003461767,0.000009016785],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9833102,0.003769175,0.0001260777,0.001114192,0.00006986551,0.00005679147,0.0005101459,0.000004682889,0.01103898],"genre_scores_gemma":[0.9970242,0.001343161,0.0002979932,0.0001259424,0.00005460704,0.00003141545,0.0002729579,0.000003828919,0.0008459032],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02867288,"threshold_uncertainty_score":0.05701196,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01507862726155476,"score_gpt":0.3459472308753846,"score_spread":0.3308686036138299,"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."}}