{"id":"W7112622521","doi":"","title":"The Psychological Vest: Trauma, Resiliency, and Posttraumatic Growth Among Police Officers","year":2025,"lang":"en","type":"other","venue":"York University Digital Library (York University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Moral injury; Psychosocial; Confirmatory factor analysis; Posttraumatic growth; Posttraumatic stress; Human factors and ergonomics; Scale (ratio); Variance (accounting); Injury prevention","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006706394,0.0001974603,0.0001635414,0.0006676647,0.001299201,0.001094996,0.0003489582,0.0002703765,0.001430842],"category_scores_gemma":[0.004306019,0.0002468327,0.0001962066,0.0007224315,0.001224306,0.0006451479,0.001124756,0.0006709034,0.0001189594],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001492211,"about_ca_system_score_gemma":0.002500515,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07809216,"about_ca_topic_score_gemma":0.1347786,"domain_scores_codex":[0.9996779,0.00006637706,0.000017861,0.0000235752,0.0001064593,0.000107909],"domain_scores_gemma":[0.998499,0.0002042388,0.0007434593,0.00005855548,0.0001809407,0.000313818],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008709012,0.0001017979,0.9786841,0.00002636082,0.00001884441,0.000116962,0.01207786,0.00005118002,0.0004267048,0.0001539535,0.000253846,0.008001281],"study_design_scores_gemma":[0.000001474692,0.00004049141,0.9884499,0.00001402027,0.000004024988,0.00004799486,0.01107568,0.00004478419,0.00003825983,0.00005604253,0.0002243307,0.000002985247],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996057,0.00003421814,0.00001104459,0.0000750782,0.000001431662,0.000003463647,0.00001694121,5.69589e-7,0.0002515684],"genre_scores_gemma":[0.9997292,0.0000754366,0.00001924182,0.00001125293,0.000002448833,0.000003989081,0.00002421073,5.213274e-7,0.0001335595],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07809216,"threshold_uncertainty_score":0.1552752,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009913799751527503,"score_gpt":0.1853989486118115,"score_spread":0.175485148860284,"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."}}