{"id":"W4200365555","doi":"10.2196/preprints.34984","title":"Well-being of Canadian Armed Forces Veterans and Spouses of Veterans During the COVID-19 Pandemic: Protocol for a Prospective Longitudinal Survey (Preprint)","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Health, psychology, and well-being","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; St Joseph's Health Care; Toronto Metropolitan University; Veterans Affairs Canada; Royal Ottawa Mental Health Centre; Western University; McMaster University; Parkwood Institute","funders":"Lawson Health Research Institute","keywords":"Pandemic; Mental health; Medicine; Veterans Affairs; Social distance; Gerontology; Stressor; Longitudinal study; Population; Health care; Coronavirus disease 2019 (COVID-19); Family medicine; Psychiatry; Environmental health; Disease; Political science; Infectious disease (medical specialty)","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":[0.01710281,0.002234708,0.00193119,0.003470316,0.008086425,0.002674164,0.00272211,0.001934666,0.03107643],"category_scores_gemma":[0.01534717,0.002543579,0.00343987,0.004457797,0.001177498,0.001792907,0.002049751,0.00307399,0.004587299],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0176166,"about_ca_system_score_gemma":0.05777247,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3638845,"about_ca_topic_score_gemma":0.5129714,"domain_scores_codex":[0.9917903,0.003290459,0.001530248,0.0009397399,0.001125911,0.001323344],"domain_scores_gemma":[0.9884382,0.001140607,0.001009875,0.001130964,0.007108963,0.001171319],"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":[0.04551408,0.01664373,0.1633356,0.01966034,0.00149641,0.002112475,0.01540057,0.009210144,0.004956186,0.01331045,0.5358916,0.1724685],"study_design_scores_gemma":[0.02684111,0.009132894,0.5382782,0.008674176,0.0006270875,0.0003496293,0.01204709,0.006416023,0.003285099,0.005183147,0.3882651,0.0009004709],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.01375354,0.0002775136,0.002884735,0.0004925129,0.0002652408,0.9260715,0.05141854,0.0001093132,0.004727046],"genre_scores_gemma":[0.008934904,0.0002365574,0.004911763,0.0003119004,0.00004479391,0.976562,0.008038431,0.000009499693,0.0009500903],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.6361154,"threshold_uncertainty_score":0.723533,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1768218767665229,"score_gpt":0.479235318575653,"score_spread":0.3024134418091301,"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."}}