{"id":"W2080450585","doi":"10.3402/ejpt.v5.23732","title":"Deployment-related mental health support: comparative analysis of NATO and allied ISAF partners","year":2014,"lang":"en","type":"article","venue":"European journal of psychotraumatology","topic":"Posttraumatic Stress Disorder Research","field":"Psychology","cited_by":57,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Software deployment; Mental health; North Atlantic Treaty; Military personnel; Public relations; Intervention (counseling); Political science; Psychology; Engineering; Politics; Psychiatry; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002284968,0.0002507296,0.001200562,0.0009621041,0.000100189,0.00002308134,0.0005205373,0.00006251648,0.00194491],"category_scores_gemma":[0.00004798721,0.0002214061,0.0002698483,0.000692495,0.0004646436,0.00008531564,0.00005312094,0.0004542045,0.00011853],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003220005,"about_ca_system_score_gemma":0.00005199988,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003289583,"about_ca_topic_score_gemma":0.00005942063,"domain_scores_codex":[0.9939637,0.003101006,0.001662501,0.0003463638,0.0004020878,0.0005243692],"domain_scores_gemma":[0.9973823,0.0003099616,0.001384884,0.0004148928,0.0001442157,0.0003637382],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005264784,0.005683094,0.265205,0.0003196102,0.04993972,0.000572715,0.2517942,0.0003478298,0.001318413,0.1070681,0.2077852,0.1047013],"study_design_scores_gemma":[0.01976713,0.007441767,0.8890454,0.0002548271,0.001405772,0.002246569,0.01626075,0.0009380305,0.000232969,0.000996151,0.06053188,0.0008787792],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9324269,0.001489097,0.001015877,0.002839774,0.0006392961,0.0002477228,0.00003323247,0.00002520164,0.0612829],"genre_scores_gemma":[0.9986875,0.0001621414,0.0005006675,0.000366765,0.00002193819,0.000002187776,0.00002400402,0.00003178695,0.0002030248],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6238403,"threshold_uncertainty_score":0.9989675,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08779843822873012,"score_gpt":0.4284355125022664,"score_spread":0.3406370742735362,"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."}}