{"id":"W4200010090","doi":"10.1002/cpp.2703","title":"Characterizing worry content and impact in pregnant and postpartum women with anxiety disorders during COVID‐19","year":2021,"lang":"en","type":"article","venue":"Clinical Psychology & Psychotherapy","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; St. Joseph’s Healthcare Hamilton","funders":"","keywords":"Worry; Anxiety; Pandemic; Mental health; Psychology; Context (archaeology); Clinical psychology; Coronavirus disease 2019 (COVID-19); Content analysis; Postpartum period; Psychiatry; Medicine; Pregnancy; Disease; Infectious disease (medical specialty)","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":[0.001306922,0.0001532936,0.0002568337,0.0008230586,0.0005872776,0.0009548649,0.0002685179,0.0002681449,0.0006261533],"category_scores_gemma":[0.006432455,0.0002383635,0.0002946825,0.0006995054,0.0006455099,0.0005011772,0.001296771,0.0004752181,0.00008468788],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007482547,"about_ca_system_score_gemma":0.0005751163,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003139799,"about_ca_topic_score_gemma":0.00662373,"domain_scores_codex":[0.9993805,0.0003069001,0.00006832759,0.00003902288,0.00009331964,0.0001119392],"domain_scores_gemma":[0.9983365,0.0008769556,0.0004538442,0.00006496224,0.0001527915,0.0001150324],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004042902,0.0001561242,0.6828712,0.0005644992,0.0001064554,0.001953298,0.2561882,0.0001762291,0.00602457,0.0003698939,0.0009577353,0.05022753],"study_design_scores_gemma":[0.000008290183,0.0002859306,0.819134,0.0001265707,0.00003264809,0.001312772,0.1757199,0.0002759838,0.0005148931,0.0002395519,0.002325557,0.00002385851],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989271,0.0001460047,0.0001413986,0.00009530363,0.000005954773,0.00004268975,0.00008080588,0.000002572148,0.0005581916],"genre_scores_gemma":[0.9986627,0.0003756284,0.0004395217,0.00006881626,0.000006543348,0.00007259495,0.0001346191,0.000002757088,0.0002367474],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003139799,"threshold_uncertainty_score":0.006911755,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07492729180895343,"score_gpt":0.4263108400959538,"score_spread":0.3513835482870004,"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."}}