{"id":"W4200492562","doi":"10.1016/j.jad.2021.12.006","title":"Adapting behavioral activation for perinatal depression and anxiety in response to the COVID-19 pandemic and racial injustice","year":2021,"lang":"en","type":"article","venue":"Journal of Affective Disorders","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"Women's College Hospital; Sinai Health System; University of Calgary; Mental Health Research Canada; Lunenfeld-Tanenbaum Research Institute; University of Toronto; Centre for Addiction and Mental Health","funders":"Department of Psychiatry, University of Toronto; Patient-Centered Outcomes Research Institute","keywords":"Respondent; Pandemic; Anxiety; Telemedicine; Randomized controlled trial; Psychology; Medicine; Health care; Clinical psychology; Psychiatry; Coronavirus disease 2019 (COVID-19); Political science","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":[0.0005899753,0.0001539424,0.000171768,0.0001408651,0.0007166786,0.000423402,0.0002988051,0.0003940871,0.002036388],"category_scores_gemma":[0.00254268,0.00008932719,0.0001977689,0.00009599781,0.0002466913,0.000195838,0.0005335288,0.00106893,0.0002142018],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005663038,"about_ca_system_score_gemma":0.001430112,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003886123,"about_ca_topic_score_gemma":0.01404216,"domain_scores_codex":[0.999585,0.0001745436,0.00001598314,0.00003557643,0.00005394135,0.000134935],"domain_scores_gemma":[0.9995154,0.0000986005,0.00006960805,0.0000405697,0.00003585433,0.000240016],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00468195,0.07233506,0.3035279,0.0003785878,0.0002803612,0.0007611636,0.01847318,0.001911796,0.02642494,0.002371324,0.008011558,0.5608422],"study_design_scores_gemma":[0.0009997797,0.01306614,0.9450387,0.0002431588,0.000178805,0.0004120913,0.01838966,0.002879912,0.003987509,0.002125017,0.0126203,0.00005882479],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.9934308,0.000105561,0.0003273134,0.001360218,0.0000699169,0.0002109287,0.00002712771,0.00002261624,0.004445616],"genre_scores_gemma":[0.9966884,0.0001728466,0.001204244,0.0005684903,0.00002070887,0.0002799114,0.0000461955,0.000004728565,0.001014508],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.003886123,"threshold_uncertainty_score":0.007727027,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03129904761336492,"score_gpt":0.3746992963374194,"score_spread":0.3434002487240544,"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."}}