{"id":"W4385796215","doi":"10.1136/bmjopen-2023-071926","title":"Protocol for the COVID-19 Wellbeing and Stress Study: a longitudinal study of parent distress, biological stress and child biopsychosocial development during the pandemic and beyond","year":2023,"lang":"en","type":"article","venue":"BMJ Open","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Toronto Metropolitan University; Mount Saint Vincent University","funders":"Canadian Institutes of Health Research; Canada Research Chairs","keywords":"Biopsychosocial model; Medicine; Coronavirus disease 2019 (COVID-19); Pandemic; Distress; 2019-20 coronavirus outbreak; Protocol (science); Psychological distress; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Stress (linguistics); Clinical psychology; Psychiatry; Anxiety; Alternative medicine; Disease; Pathology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.02684677,0.00342362,0.003663281,0.003163157,0.009711254,0.003960658,0.004659944,0.004773777,0.06866131],"category_scores_gemma":[0.02882665,0.004188227,0.002957854,0.00339452,0.002932373,0.004071529,0.003678512,0.008733549,0.02373995],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00734784,"about_ca_system_score_gemma":0.03231608,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.016277,"about_ca_topic_score_gemma":0.03248486,"domain_scores_codex":[0.9855355,0.006655924,0.002384354,0.002235777,0.001754522,0.001433924],"domain_scores_gemma":[0.9768023,0.003573452,0.002335495,0.003998105,0.009443667,0.003846877],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.06920255,0.02771878,0.04043125,0.02513516,0.0007894761,0.003370516,0.01916407,0.005885612,0.009849031,0.02580146,0.627508,0.1451441],"study_design_scores_gemma":[0.05192655,0.01766686,0.1621566,0.01406075,0.0004445701,0.0007985418,0.0124388,0.005258362,0.005503006,0.01957468,0.7090532,0.001118124],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.004111677,0.0002115863,0.00309741,0.0005565038,0.0005284102,0.9791948,0.009126079,0.0001262825,0.003047287],"genre_scores_gemma":[0.001371364,0.0001080469,0.00161813,0.0002003391,0.00005621589,0.9947165,0.001238583,0.000008442107,0.000682453],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.06866131,"threshold_uncertainty_score":0.229695,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1914423299400548,"score_gpt":0.4737729301228275,"score_spread":0.2823306001827727,"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."}}