{"id":"W4404243741","doi":"10.1080/16506073.2024.2420636","title":"Putative risk and resiliency factors after an augmented training program for preventing posttraumatic stress injuries among public safety personnel from diverse sectors","year":2024,"lang":"en","type":"article","venue":"Cognitive Behaviour Therapy","topic":"Resilience and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Wilfrid Laurier University; Douglas Mental Health University Institute; University of Regina; Saskatchewan Health Authority; Saskatchewan Health; Dalhousie University; Canadian Institute for Public Safety Research and Treatment; University of Manitoba","funders":"Canadian Institutes of Health Research","keywords":"Posttraumatic stress; Psychology; Occupational safety and health; Stress (linguistics); Injury prevention; Human factors and ergonomics; Training (meteorology); Clinical psychology; Applied psychology; Poison control; Medicine; Medical emergency","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0004949216,0.0002555545,0.000223766,0.0003564619,0.0004850909,0.0002255978,0.0002348282,0.0002270553,0.0007628691],"category_scores_gemma":[0.0009367928,0.0001543105,0.000275408,0.000147088,0.0002070933,0.0001980316,0.0005925309,0.0003049568,0.00009366441],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003459583,"about_ca_system_score_gemma":0.000774672,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003164112,"about_ca_topic_score_gemma":0.008591966,"domain_scores_codex":[0.9998069,0.00005241039,0.00001118368,0.00001999263,0.00002816523,0.00008129991],"domain_scores_gemma":[0.999738,0.00003393754,0.00006692095,0.00001952774,0.00002120137,0.0001202845],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01826462,0.09004039,0.5781366,0.0003953684,0.0004159495,0.0007800526,0.005279399,0.001663766,0.01568627,0.0001978137,0.001187104,0.2879526],"study_design_scores_gemma":[0.0005739308,0.05642398,0.9389765,0.00006313808,0.00009707784,0.0001184534,0.001437156,0.0007119134,0.0011201,0.00007159163,0.0003924973,0.00001380775],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9998809,0.00001082205,0.00001529001,0.00001025272,0.000001809702,0.00001951301,0.00000642491,0.000001492787,0.00005356469],"genre_scores_gemma":[0.999552,0.0000456774,0.0001310892,0.00001640417,0.000005254752,0.00005695595,0.00003924685,3.451029e-7,0.0001529528],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003164112,"threshold_uncertainty_score":0.006291389,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07368792118484815,"score_gpt":0.4072027878135309,"score_spread":0.3335148666286827,"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."}}