{"id":"W4410486321","doi":"10.1016/j.ejtd.2025.100547","title":"Relationship between specific posttraumatic stress symptoms and suicidality in a sample of American veterans: A network analysis","year":2025,"lang":"en","type":"article","venue":"European Journal of Trauma & Dissociation","topic":"Mental Health Research Topics","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Regina","funders":"","keywords":"Posttraumatic stress; Psychology; Clinical psychology; Sample (material); Stress (linguistics); Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003250241,0.0001021005,0.0004448334,0.0004671059,0.00007954051,0.0000304489,0.0001891936,0.00002967105,0.00005044999],"category_scores_gemma":[0.0003492717,0.0001000602,0.000129155,0.001357222,0.00009152684,0.0001211486,0.00002409713,0.0003531575,0.000003042836],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001734952,"about_ca_system_score_gemma":0.0000272086,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002959218,"about_ca_topic_score_gemma":0.0001790938,"domain_scores_codex":[0.9956365,0.002573218,0.001073996,0.0001542111,0.0003066466,0.0002554662],"domain_scores_gemma":[0.9973351,0.001439421,0.0008388255,0.0001833355,0.0001069564,0.00009634346],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001121666,0.000113715,0.9603899,0.00005105298,0.0002612168,0.00000977601,0.002747142,0.00009714581,0.000002694807,0.001284443,0.00008862266,0.03484217],"study_design_scores_gemma":[0.0007708882,0.0002739257,0.9967971,0.0001258743,0.0001617334,8.849462e-7,0.001071193,0.00003321836,0.00000412517,0.0005849284,0.0001133547,0.00006277747],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938823,0.0004932908,0.003123417,0.0006595939,0.0001056918,0.0001695423,0.00004528392,0.000006322927,0.001514583],"genre_scores_gemma":[0.999075,0.00002181477,0.0006372758,0.000052255,0.0001109575,0.000001609273,0.00002971617,0.00001077636,0.00006061215],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03640725,"threshold_uncertainty_score":0.4080336,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.079758321954108,"score_gpt":0.4044773765540391,"score_spread":0.3247190545999311,"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."}}