{"id":"W6902232868","doi":"10.6084/m9.figshare.28502663.v1","title":"Additional file 1 of Psychological health and safety of criminal justice workers: a scoping review of strategies and supporting research","year":2025,"lang":"en","type":"article","venue":"Open MIND","topic":"Psychopathy, Forensic Psychiatry, Sexual Offending","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; Waypoint Centre for Mental Health Care; University of Toronto","funders":"","keywords":"Criminal justice; Psychological health; Mental health; Economic Justice; Occupational safety and health; Public health","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.006624562,0.001337146,0.002343505,0.01062601,0.00111405,0.002210219,0.002292435,0.002134546,0.8342885],"category_scores_gemma":[0.09586918,0.0008857952,0.001931456,0.01538106,0.0004274171,0.003658977,0.002251591,0.001108156,0.05268658],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003352414,"about_ca_system_score_gemma":0.007741052,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0121439,"about_ca_topic_score_gemma":0.02354007,"domain_scores_codex":[0.9969689,0.0007270842,0.00116411,0.000395575,0.0005352446,0.0002090558],"domain_scores_gemma":[0.8687612,0.1103556,0.008212152,0.001378237,0.01032109,0.0009717042],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0005965721,0.0001434133,0.001858959,0.2173975,0.0002589544,0.00008560195,0.000330454,0.0004115311,0.0001013906,0.002318652,0.7477552,0.0287417],"study_design_scores_gemma":[0.007930513,0.0004191828,0.03213025,0.1966315,0.001994251,0.000583708,0.001654698,0.001196467,0.0004675983,0.01387227,0.7428869,0.0002326656],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"review","genre_scores_codex":[0.000191857,0.000427956,0.0002477209,0.0003716661,0.00005299234,0.0008795666,0.9962493,0.00008602893,0.00149304],"genre_scores_gemma":[0.01383326,0.006756302,0.01541509,0.003191259,0.0004640931,0.04444265,0.8929559,0.0005017885,0.02243976],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.8342885,"threshold_uncertainty_score":0.2363673,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.213932914893703,"score_gpt":0.529740872372432,"score_spread":0.315807957478729,"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."}}