{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005718744,0.0002843977,0.0006754815,0.0001039634,0.0001137836,0.00002574543,0.00008296818,0.0002444051,0.000269097],"category_scores_gemma":[0.00004043165,0.0002161787,0.00007865085,0.0001734517,0.0003561182,0.00009942468,0.00001948956,0.0005991063,0.000007794425],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006646554,"about_ca_system_score_gemma":0.000121235,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002409058,"about_ca_topic_score_gemma":0.00007155663,"domain_scores_codex":[0.9974224,0.0002837717,0.0007140395,0.0008227086,0.0001424748,0.0006146053],"domain_scores_gemma":[0.9983581,0.0001707072,0.0001806538,0.0004617299,0.00003300248,0.0007958015],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01512877,0.0008574881,0.9660873,0.000611162,0.0001393072,0.000215442,0.001318152,1.705299e-7,0.002161379,0.00002939863,0.00003174212,0.01341973],"study_design_scores_gemma":[0.01110305,0.002149276,0.9803371,0.001711097,0.00001634046,0.0008879996,0.0001654923,0.000003498004,0.00008321784,0.0005288902,0.00278736,0.0002266709],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9789647,0.005720451,0.0000305631,0.01385655,0.000444606,0.0006102304,0.00001543311,0.00005466787,0.0003027578],"genre_scores_gemma":[0.9035271,0.07865734,0.0002270909,0.01690035,0.0001180919,0.0000935275,0.00001113252,0.00004225252,0.0004231173],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07543765,"threshold_uncertainty_score":0.8815513,"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."}}