{"id":"W2782390168","doi":"10.1177/0706743717752878","title":"Risk Factors, Clinical Presentations, and Functional Impairments for Generalized Anxiety Disorder in Military Personnel and the General Population in Canada","year":2018,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Posttraumatic Stress Disorder Research","field":"Psychology","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Armed Forces; University of Manitoba","funders":"Canadian Institutes of Health Research; Government of Canada","keywords":"Generalized anxiety disorder; Worry; Mental health; Population; Anxiety; Psychiatry; Medicine; Public health; Military personnel; Psychology; Clinical psychology; Gerontology; Demography; Environmental health","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001193525,0.0001094375,0.0002107058,0.000141282,0.0003214437,0.00002569952,0.0001737195,0.00006553827,0.0001633935],"category_scores_gemma":[0.0001699906,0.00006804318,0.00006433897,0.0001437184,0.000286557,0.00007307158,0.0000128904,0.0003479403,5.728104e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001415271,"about_ca_system_score_gemma":0.001662084,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9917395,"about_ca_topic_score_gemma":0.99972,"domain_scores_codex":[0.9981527,0.0006594142,0.0005448359,0.0001540834,0.0001820672,0.0003069537],"domain_scores_gemma":[0.9990919,0.0002956935,0.0001664923,0.0001692859,0.00006877427,0.0002078495],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003287542,0.00002510836,0.9881214,0.000006669309,0.00008006704,0.000001405208,0.002160101,0.00006998234,7.43892e-8,0.001617865,0.006558264,0.001030243],"study_design_scores_gemma":[0.004533736,0.0000796588,0.9806756,0.00001352222,0.00003466187,0.0000329251,0.006138727,0.001520608,5.609471e-8,0.006675512,0.0002229287,0.00007206929],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9881539,0.003440749,0.0000291578,0.006376164,0.001406229,0.0004374686,0.00009370603,0.000001080238,0.00006155334],"genre_scores_gemma":[0.9987109,0.0001087313,0.0004116429,0.0003247411,0.0003381281,0.00001943429,0.000014397,0.00001269686,0.00005937527],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01055696,"threshold_uncertainty_score":0.2948465,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04403597758355233,"score_gpt":0.3560175776768131,"score_spread":0.3119816000932608,"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."}}