{"id":"W2186713718","doi":"","title":"PTSD IN THE MILITARY: PREVALENCE, PATHOPHYSIOLOGY, TREATMENT Deployment-related mental health support: comparative analysis of NATO and allied ISAF partners","year":2016,"lang":"en","type":"article","venue":"","topic":"Hermeneutics and Narrative Identity","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Software deployment; Mental health; Military personnel; North Atlantic Treaty; Public relations; Intervention (counseling); Political science; Psychology; Engineering; Psychiatry; Politics; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001472754,0.0001869459,0.0003234322,0.001746997,0.001105954,0.001232831,0.0005202224,0.000520154,0.0020119],"category_scores_gemma":[0.00460604,0.0002783222,0.0003536021,0.003219317,0.0006528377,0.001117937,0.001600918,0.0004282372,0.0001932734],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001264774,"about_ca_system_score_gemma":0.001983204,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02441304,"about_ca_topic_score_gemma":0.04852251,"domain_scores_codex":[0.9993911,0.0002202676,0.00008948986,0.00005300239,0.000101837,0.0001442951],"domain_scores_gemma":[0.9984725,0.0004918596,0.000661699,0.00005241886,0.0001609145,0.0001605416],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001102191,0.00009669235,0.9312285,0.0006238109,0.00009320564,0.0005889696,0.05053494,0.00002318806,0.000193977,0.0003491337,0.0005721012,0.01558525],"study_design_scores_gemma":[0.000008297363,0.0001463319,0.8755213,0.0006706215,0.00005323564,0.001087339,0.1207805,0.00003109192,0.00004058425,0.000051918,0.001597948,0.00001091971],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943837,0.004432914,0.00003539259,0.0002369684,0.000006671046,0.00002268286,0.0001690117,7.285826e-7,0.0007119818],"genre_scores_gemma":[0.9945209,0.004991235,0.00006245062,0.00008115415,0.000005439666,0.00004345162,0.000164121,0.000001221688,0.0001299519],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02441304,"threshold_uncertainty_score":0.0485419,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04777916526866426,"score_gpt":0.3180764782739146,"score_spread":0.2702973130052503,"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."}}