{"id":"W4414180358","doi":"10.1192/j.eurpsy.2025.281","title":"The Role of Resilience on Correctional Worker Wellbeing: A Systematic Review","year":2025,"lang":"en","type":"review","venue":"European Psychiatry","topic":"Resilience and Mental Health","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Joseph’s Healthcare Hamilton; McMaster University","funders":"","keywords":"Psychosocial; Burnout; Psychological resilience; Resilience (materials science); Set (abstract data type); Work (physics); MEDLINE; Occupational stress","routes":{"ca_aff":true,"ca_fund":false,"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":[0.01254014,0.001587604,0.008002995,0.01309666,0.0008265175,0.003604434,0.002194962,0.002269652,0.005245946],"category_scores_gemma":[0.04993807,0.001107203,0.00814772,0.01339846,0.001163937,0.003601703,0.001914084,0.001403052,0.0003769062],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004307786,"about_ca_system_score_gemma":0.01537675,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008545837,"about_ca_topic_score_gemma":0.02651694,"domain_scores_codex":[0.9898907,0.003419078,0.003503277,0.0007542449,0.002050341,0.0003823432],"domain_scores_gemma":[0.9525517,0.03496183,0.007674296,0.0005242297,0.003863981,0.0004240551],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00009757853,0.00001003655,0.0006589187,0.9693273,0.005335366,0.00007120021,0.0002031209,0.000061901,0.00006903548,0.0001582236,0.001011667,0.0229956],"study_design_scores_gemma":[0.00008406193,0.00009215139,0.002958539,0.9442717,0.04173528,0.0002189563,0.0002825332,0.00005624813,0.00008294547,0.0002349504,0.009955915,0.00002665875],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0007655431,0.9979354,0.0001285063,0.0002955626,0.00007658019,0.0002922719,0.000282787,0.000007506273,0.0002157389],"genre_scores_gemma":[0.0127776,0.9851906,0.000537252,0.0004406084,0.00008391294,0.0007036133,0.0001684971,0.000004522451,0.00009345733],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01309666,"threshold_uncertainty_score":0.06631935,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01571066816305845,"score_gpt":0.3743569548657817,"score_spread":0.3586462867027233,"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."}}