{"id":"W3157293446","doi":"10.1093/milmed/usab157","title":"COVID-19 and the Mental Health of Canadian Armed Forces Veterans: A Cross-Sectional Survey","year":2021,"lang":"en","type":"article","venue":"Military Medicine","topic":"Posttraumatic Stress Disorder Research","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Queen's University; University of Manitoba; Women's College Hospital; University of Toronto","funders":"","keywords":"Cross-sectional study; Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Military medicine; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Mental health; Pandemic; Medicine; Public health; Military personnel; Environmental health; Coronavirus Infections; Virology; Psychiatry; Geography; Outbreak; Nursing; Pathology; Infectious disease (medical specialty); 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":[0.000889437,0.0003059478,0.0002791335,0.001626323,0.001675184,0.0007462117,0.0008773274,0.0004427972,0.002078639],"category_scores_gemma":[0.002174548,0.0003483079,0.0005138524,0.003633606,0.0004162998,0.0004500293,0.0008163339,0.000695259,0.0002835515],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008508857,"about_ca_system_score_gemma":0.008972755,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9670718,"about_ca_topic_score_gemma":0.9707131,"domain_scores_codex":[0.9991491,0.00006345456,0.00007315354,0.0001006899,0.0004058337,0.0002078837],"domain_scores_gemma":[0.998737,0.0000590805,0.0003835266,0.00005140822,0.000498213,0.0002707797],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001641651,0.00003682011,0.9974956,0.00002875149,0.00003632869,0.00001787827,0.0002390958,0.00002117056,0.00004907646,0.00001918344,0.0008183616,0.001221353],"study_design_scores_gemma":[0.000002648479,0.00001455068,0.9990553,0.00001219118,0.000007665191,0.00002138118,0.0004009574,0.00004962974,0.00001146963,0.000003469778,0.0004172704,0.000003322881],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9809009,0.0005027715,0.00007632592,0.0003381002,0.00001139779,0.0001580932,0.01584143,0.0000097511,0.002161226],"genre_scores_gemma":[0.9927937,0.0006324421,0.0002448152,0.0002041917,0.00001177831,0.00009796338,0.005339207,0.000003243435,0.0006727263],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03292823,"threshold_uncertainty_score":0.06624424,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1609849126777237,"score_gpt":0.4550746781656618,"score_spread":0.2940897654879381,"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."}}