{"id":"W4226056975","doi":"10.1080/20008198.2021.2012374","title":"Well-being of Canadian Veterans during the COVID-19 pandemic: cross-sectional results from the COVID-19 Veteran well-being study","year":2022,"lang":"en","type":"article","venue":"European journal of psychotraumatology","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Veterans Affairs Canada; Royal Ottawa Mental Health Centre; Public Health Ontario; Toronto Metropolitan University; University of Toronto; St Joseph's Health Care; Parkwood Institute; McMaster University; Lawson Health Research Institute; Western University","funders":"","keywords":"Mental health; Telehealth; Pandemic; Medicine; Anxiety; Cross-sectional study; Suicidal ideation; Psychiatry; Population; Health care; Veterans Affairs; Psychology; Coronavirus disease 2019 (COVID-19); Suicide prevention; Telemedicine; Poison control; Environmental health; Disease","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0007980692,0.0003938685,0.0003531722,0.001281769,0.003034831,0.001176925,0.0009175822,0.0004710291,0.001966422],"category_scores_gemma":[0.001434172,0.0003056233,0.0007687719,0.003128369,0.0005874592,0.0003830892,0.000856163,0.0008141839,0.0002846357],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01382838,"about_ca_system_score_gemma":0.01296277,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9801979,"about_ca_topic_score_gemma":0.9885029,"domain_scores_codex":[0.9993678,0.00004443777,0.00003488087,0.00006368113,0.0002398259,0.0002494204],"domain_scores_gemma":[0.9989133,0.00004708229,0.0001548335,0.00003002183,0.0005149069,0.0003398812],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004721358,0.00006540045,0.993083,0.00004260521,0.00004434523,0.0000447454,0.002169453,0.00003552141,0.0001162617,0.00003554852,0.001039287,0.003276722],"study_design_scores_gemma":[0.000003188892,0.00002852991,0.9959618,0.00002093403,0.00001237935,0.00002183472,0.003185614,0.00004842592,0.00002244121,0.000005360253,0.0006821693,0.00000729139],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933593,0.0002995122,0.00003742644,0.0002007804,0.00001171707,0.00008640015,0.004213068,0.000004706474,0.00178716],"genre_scores_gemma":[0.9963982,0.000370595,0.0001340135,0.0001355495,0.00000731942,0.0000461721,0.002301531,0.000003036714,0.0006034783],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01980209,"threshold_uncertainty_score":0.1003324,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1197575862352323,"score_gpt":0.4029847856482565,"score_spread":0.2832271994130241,"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."}}