{"id":"W4280520776","doi":"10.3389/fpsyt.2022.892320","title":"Risk Factors for Moral Injury Among Canadian Armed Forces Personnel","year":2022,"lang":"en","type":"article","venue":"Frontiers in Psychiatry","topic":"Posttraumatic Stress Disorder Research","field":"Psychology","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Douglas Mental Health University Institute; University of Ottawa; Western University; McMaster University; Deer Lodge Centre; Homewood Research Institute","funders":"","keywords":"Moral injury; Military personnel; Military deployment; Feeling; Medicine; Mental health; Military service; Clinical psychology; Psychiatry; Psychology; Software deployment; Neglect; Intervention (counseling); Social psychology; Political 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004678518,0.000488612,0.0002470121,0.001657024,0.002515008,0.0009681475,0.001025716,0.000398372,0.00369861],"category_scores_gemma":[0.002553084,0.0002816337,0.0006240372,0.002349566,0.0005055081,0.0003007812,0.0008229606,0.0009984619,0.0002146887],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01145108,"about_ca_system_score_gemma":0.0203711,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9821954,"about_ca_topic_score_gemma":0.9869869,"domain_scores_codex":[0.9993887,0.00003197236,0.00002533538,0.00005415991,0.0002683659,0.0002314216],"domain_scores_gemma":[0.9989893,0.00003666841,0.0003138377,0.00002557574,0.0003663519,0.0002683075],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000226525,0.00003112237,0.9942895,0.00001876929,0.00002674461,0.00004193488,0.0003024664,0.00004314564,0.00005434178,0.00007407995,0.001279048,0.003816143],"study_design_scores_gemma":[0.000002721159,0.00001497022,0.9981997,0.00002802547,0.00001151124,0.00004111091,0.0009384248,0.0001202121,0.00001485408,0.00002264818,0.0005994871,0.000006345187],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9906104,0.001175076,0.00009948734,0.0009085285,0.00004271497,0.00005938729,0.00264264,0.00001457654,0.004446995],"genre_scores_gemma":[0.9969309,0.0007330311,0.0001609192,0.00008803086,0.00001752412,0.00001746163,0.001364802,0.000003096361,0.0006843453],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01780456,"threshold_uncertainty_score":0.08308381,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02597450782519635,"score_gpt":0.3116723960446233,"score_spread":0.2856978882194269,"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."}}