{"id":"W2017585672","doi":"10.2105/ajph.2008.134205","title":"Canadian Military Personnel's Population Attributable Fractions of Mental Disorders and Mental Health Service Use Associated With Combat and Peacekeeping Operations","year":2008,"lang":"en","type":"article","venue":"American Journal of Public Health","topic":"Posttraumatic Stress Disorder Research","field":"Psychology","cited_by":88,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"National Institute of Mental Health","keywords":"Mental health; Military personnel; Medicine; Psychosocial; Population; Suicidal ideation; Psychiatry; Attributable risk; Confidence interval; Environmental health; Poison control; Suicide prevention; Internal medicine","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":[0.001153785,0.0005661624,0.0004298444,0.002567356,0.001456196,0.0007335634,0.001332663,0.0004428753,0.002736752],"category_scores_gemma":[0.003985174,0.0003306759,0.001465354,0.002951051,0.0003766681,0.0003464694,0.0008866286,0.0007813397,0.0001853256],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01598714,"about_ca_system_score_gemma":0.02160831,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9924663,"about_ca_topic_score_gemma":0.9912247,"domain_scores_codex":[0.9988078,0.0001057413,0.00007122067,0.0001559021,0.0005852844,0.0002740179],"domain_scores_gemma":[0.9984823,0.0001054895,0.0004329051,0.00007705553,0.0006760138,0.0002262832],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004862693,0.00001888821,0.9907897,0.00006707668,0.0002912575,0.00003758683,0.0001631947,0.0003690432,0.00007075587,0.0002307775,0.002715673,0.0051974],"study_design_scores_gemma":[0.000005689697,0.00001288813,0.9982729,0.00003100223,0.00004731083,0.00003563143,0.0001560413,0.000430128,0.0000267273,0.00004041407,0.0009316886,0.000009572251],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9632547,0.003037067,0.0008179086,0.001096279,0.00005088626,0.0001517288,0.02669165,0.00005293317,0.004846852],"genre_scores_gemma":[0.9887217,0.001541727,0.0005497612,0.0001908375,0.00002434754,0.00006247193,0.007931912,0.000008229149,0.0009689397],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9840128,"threshold_uncertainty_score":0.1159954,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08500320336993052,"score_gpt":0.3640280769494383,"score_spread":0.2790248735795078,"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."}}