{"id":"W3167839517","doi":"10.1002/jts.22710","title":"Prevalence of Potentially Morally Injurious Events in Operationally Deployed Canadian Armed Forces Members","year":2021,"lang":"en","type":"article","venue":"Journal of Traumatic Stress","topic":"Posttraumatic Stress Disorder Research","field":"Psychology","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Western University","funders":"","keywords":"Moral injury; Software deployment; Occupational safety and health; Military personnel; Suicide prevention; Injury prevention; Human factors and ergonomics; Poison control; Logistic regression; Military deployment; Odds; Psychology; Mental health; Environmental health; Medical emergency; Medicine; Psychiatry; Criminology; Social psychology; Law; Political science; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007032897,0.0002014309,0.0005298607,0.0005809173,0.00005916575,0.00003556173,0.0007226128,0.0001375771,0.002353358],"category_scores_gemma":[0.0005320716,0.0001888174,0.0001890564,0.0004276459,0.00009385678,0.0002373171,0.00004610883,0.0003945731,0.00001456706],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001764071,"about_ca_system_score_gemma":0.00120524,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01588703,"about_ca_topic_score_gemma":0.09083319,"domain_scores_codex":[0.9964826,0.0004867084,0.001366996,0.0002364045,0.0009193526,0.0005079891],"domain_scores_gemma":[0.9978527,0.000321251,0.0005436733,0.0003893777,0.0005699622,0.000323078],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005833035,0.002787594,0.9265229,0.002257651,0.001665465,0.002099019,0.02798077,0.005681194,0.001383455,0.002615336,0.002168903,0.0242544],"study_design_scores_gemma":[0.003001501,0.0002898686,0.9877079,0.001319051,0.0001043189,0.0002996624,0.00466662,0.0002463367,0.001259823,0.0008462496,0.00003069748,0.0002279342],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931603,0.001440168,0.0001539291,0.0007606915,0.0004674286,0.0003146681,0.00008658909,0.00000632658,0.003609872],"genre_scores_gemma":[0.9973797,0.0001281199,0.001667026,0.00009307996,0.00004899276,0.00001906236,0.00000871901,0.00003035887,0.0006249082],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07494616,"threshold_uncertainty_score":0.9985586,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04503680632229551,"score_gpt":0.3579913101394226,"score_spread":0.3129545038171271,"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."}}