{"id":"W4402755080","doi":"10.1080/16506073.2024.2402995","title":"Public safety personnel’s perceptions of mental health training: an assessment of the Emotional Resilience Skills Training","year":2024,"lang":"en","type":"article","venue":"Cognitive Behaviour Therapy","topic":"Resilience and Mental Health","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Regina","funders":"Canadian Institutes of Health Research; Ministry of Justice","keywords":"Mental health; Psychology; Stressor; Suicidal ideation; Clinical psychology; Population; Psychological resilience; Medicine; Suicide prevention; Poison control; Psychiatry; Psychotherapist","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008968477,0.0001903838,0.000304679,0.0001645051,0.0004296475,0.00002903512,0.0002922446,0.00008752744,0.001914076],"category_scores_gemma":[0.00001413021,0.0001431461,0.0001999271,0.0004170916,0.0004909036,0.0002343691,0.00002937984,0.0003285524,0.00001005563],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001721664,"about_ca_system_score_gemma":0.0008760755,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001373203,"about_ca_topic_score_gemma":0.00008078222,"domain_scores_codex":[0.9975504,0.0005590055,0.0005095301,0.0004645608,0.0004604402,0.0004560284],"domain_scores_gemma":[0.999104,0.0001470033,0.0001886527,0.0002508161,0.0001214862,0.0001880076],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001114708,0.001785923,0.1354566,0.00003625115,0.0001003512,0.000005574426,0.2342889,0.000002015983,0.002866945,0.007271072,0.0002207868,0.6178542],"study_design_scores_gemma":[0.000881267,0.0009412952,0.844757,0.0003415246,0.00001269987,0.0000583032,0.1524924,0.00004931082,0.00009993555,0.0001059768,0.0001354169,0.0001249468],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9911688,0.000525958,0.0008625802,0.001328264,0.0007888206,0.0008089598,0.0006484959,0.00004584633,0.003822308],"genre_scores_gemma":[0.997972,0.0003097981,0.0002427849,0.0005095566,0.00008989633,0.0000661101,0.00011288,0.00002823821,0.000668706],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7093004,"threshold_uncertainty_score":0.9989983,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1149328633968149,"score_gpt":0.4659431462671625,"score_spread":0.3510102828703476,"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."}}