{"id":"W3176291399","doi":"10.21203/rs.3.rs-531471/v1","title":"Well-Being of Canadian Veterans during the COVID-19 Pandemic: Cross-Sectional Results from the COVID-19 Veteran Well-Being Study","year":2021,"lang":"en","type":"preprint","venue":"Research Square","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Veterans Affairs Canada; Royal Ottawa Mental Health Centre; Ontario Centre of Excellence for Child and Youth Mental Health; St Joseph's Health Care; Parkwood Institute; Western University; Lawson Health Research Institute","funders":"","keywords":"Mental health; Pandemic; Telehealth; Medicine; Anxiety; Population; Health care; Psychiatry; Suicidal ideation; Stressor; Cross-sectional study; Psychology; Coronavirus disease 2019 (COVID-19); Telemedicine; Suicide prevention; 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":[0.0007244056,0.0003676211,0.0003558574,0.001366504,0.002989682,0.001199927,0.0009593684,0.0004583063,0.002182772],"category_scores_gemma":[0.001412997,0.0002875101,0.0007729137,0.003318743,0.0005241755,0.000378832,0.0007991982,0.0008001652,0.0002722574],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01186688,"about_ca_system_score_gemma":0.0122589,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9753296,"about_ca_topic_score_gemma":0.9857193,"domain_scores_codex":[0.9993421,0.00004439665,0.00003813382,0.00007009155,0.0002510061,0.0002542717],"domain_scores_gemma":[0.9989452,0.00004684248,0.0001677681,0.00002901761,0.0004817551,0.0003293899],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004032235,0.00006338673,0.9944803,0.00004140303,0.00004563038,0.00003737361,0.001410895,0.00002921656,0.0001039918,0.00003305985,0.0008632216,0.002851307],"study_design_scores_gemma":[0.000002768504,0.00002421333,0.9968119,0.00001913743,0.00001165611,0.00001771257,0.002508262,0.00004347693,0.00001952619,0.00000515993,0.0005296218,0.000006503011],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929144,0.0003231275,0.00003605334,0.0001903368,0.00001191517,0.00008719008,0.004576479,0.000004286348,0.001856092],"genre_scores_gemma":[0.9966551,0.0003489271,0.0001193182,0.0001266549,0.000007754938,0.000043198,0.002147368,0.000002440595,0.0005493157],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02467042,"threshold_uncertainty_score":0.08610064,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2239287496526337,"score_gpt":0.5079467620746674,"score_spread":0.2840180124220336,"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."}}