{"id":"W4200612413","doi":"10.2196/34984","title":"Well-being of Canadian Armed Forces Veterans and Spouses of Veterans During the COVID-19 Pandemic: Protocol for a Prospective Longitudinal Survey","year":2021,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Ontario Centre of Excellence for Child and Youth Mental Health; Veterans Affairs Canada; Royal Ottawa Mental Health Centre; Public Health Ontario; Toronto Metropolitan University; St Joseph's Health Care; University of Toronto; Parkwood Institute; McMaster University; Western University","funders":"Lawson Health Research Institute","keywords":"Pandemic; Veterans Affairs; Mental health; Medicine; Gerontology; Population; Social distance; Stressor; Longitudinal study; Health care; Data collection; Public health; Family medicine; Psychology; Coronavirus disease 2019 (COVID-19); Psychiatry; Environmental health; Nursing; Disease; Infectious disease (medical specialty)","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.01434508,0.002208731,0.001582106,0.003018848,0.008258594,0.001996072,0.002386984,0.001621107,0.01196094],"category_scores_gemma":[0.009504903,0.00168685,0.00244861,0.003989295,0.001220025,0.001342882,0.001754921,0.002380401,0.002086789],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01698362,"about_ca_system_score_gemma":0.04605759,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4112487,"about_ca_topic_score_gemma":0.5726414,"domain_scores_codex":[0.993858,0.002295054,0.0009992113,0.0006855579,0.0009033921,0.00125875],"domain_scores_gemma":[0.9920046,0.000544558,0.000843544,0.0006452877,0.005070769,0.0008911988],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0450868,0.02502753,0.4609883,0.009932392,0.001434304,0.002143433,0.01815308,0.01022753,0.006640231,0.008699633,0.2723428,0.139324],"study_design_scores_gemma":[0.01249484,0.007748484,0.7792562,0.003000146,0.0004200094,0.000288762,0.01040214,0.00626944,0.00255921,0.002470527,0.1745187,0.0005715572],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.04262353,0.0003444042,0.003595319,0.0004759229,0.000193018,0.8936234,0.05328739,0.0001271816,0.005729872],"genre_scores_gemma":[0.0329825,0.0003414885,0.007789719,0.0003234598,0.00004412378,0.9446402,0.01276264,0.00001193419,0.00110408],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.5887513,"threshold_uncertainty_score":0.8177099,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5213480985636789,"score_gpt":0.6272797599143574,"score_spread":0.1059316613506784,"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."}}