{"id":"W2288790893","doi":"10.1177/070674371506001104","title":"Trauma Exposure and Posttraumatic Stress Disorder in the Canadian Military","year":2015,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Posttraumatic Stress Disorder Research","field":"Psychology","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"Defence Research and Development Canada; Concordia University; McGill University; Douglas Mental Health University Institute","funders":"Canadian Institutes of Health Research","keywords":"Demography; Injury prevention; Psychiatry; Odds ratio; Poison control; Medicine; Occupational safety and health; Posttraumatic stress; Suicide prevention; Odds; Psychology; Clinical psychology; Logistic regression; Medical emergency; Internal medicine","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":[0.002053221,0.0002177376,0.0002874425,0.0005648063,0.0004388656,0.0001345826,0.001206103,0.0001714706,0.0004198528],"category_scores_gemma":[0.0001652199,0.0001362605,0.00009567641,0.0004767529,0.0004484672,0.000137006,0.00001332374,0.0009931484,0.00004915724],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002406658,"about_ca_system_score_gemma":0.004282804,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9198617,"about_ca_topic_score_gemma":0.9996269,"domain_scores_codex":[0.9971521,0.0007753555,0.0005962026,0.0001880999,0.000486168,0.000802035],"domain_scores_gemma":[0.9977757,0.000176763,0.000141829,0.0005960175,0.0001536789,0.001155966],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000774548,0.0001533961,0.85862,0.00005236684,0.0001983782,0.0003113112,0.06617364,0.00009922391,1.822101e-7,0.02592809,0.03866245,0.009723453],"study_design_scores_gemma":[0.002028786,0.000545414,0.8787218,0.0001820229,0.00006526096,0.001108881,0.0820211,0.00003373325,4.62606e-7,0.03016899,0.004861499,0.0002621055],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8960522,0.02521568,0.000003205055,0.06102186,0.001426694,0.0004214261,0.00008127112,0.000004137373,0.01577345],"genre_scores_gemma":[0.9978175,0.00001548774,0.0002014046,0.00152561,0.0002374488,0.00001699539,0.000005635328,0.00003049353,0.0001494507],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1017652,"threshold_uncertainty_score":0.7597511,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05794637294380104,"score_gpt":0.327364850856137,"score_spread":0.269418477912336,"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."}}