{"id":"W4391138257","doi":"10.3389/fpsyg.2024.1258944","title":"“We must be mentally strong”: exploring barriers to mental health in correctional services","year":2024,"lang":"en","type":"article","venue":"Frontiers in Psychology","topic":"Criminal Justice and Corrections Analysis","field":"Social Sciences","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland; Providence University College and Theological Seminary","funders":"","keywords":"Mental health; Psychology; Stigma (botany); Work (physics); Public relations; Medical education; Psychiatry; Medicine; Political science","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":[0.006388547,0.0004931575,0.000392946,0.001265609,0.01046343,0.004927736,0.002044066,0.001584184,0.004139173],"category_scores_gemma":[0.02329031,0.0004209872,0.0004307955,0.001206882,0.005115173,0.003406937,0.006051754,0.003215092,0.0002221398],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009178634,"about_ca_system_score_gemma":0.01769705,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0790537,"about_ca_topic_score_gemma":0.1182033,"domain_scores_codex":[0.9943452,0.002559999,0.0003082143,0.0002083796,0.000789868,0.001788336],"domain_scores_gemma":[0.9843518,0.006558483,0.003787887,0.0003799828,0.001875909,0.003046125],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006614026,0.0001913193,0.1327732,0.0006232986,0.00002721439,0.0006649086,0.8360269,0.00005207708,0.0003074801,0.001201235,0.003251602,0.02481456],"study_design_scores_gemma":[0.000002741068,0.00003921719,0.04752215,0.0002706761,0.000008196916,0.0001646117,0.9486224,0.00004372616,0.00005452557,0.0001859675,0.003072872,0.00001285185],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9916047,0.0004304211,0.0001263467,0.004527002,0.00005940819,0.0000944425,0.00005407774,0.000005704989,0.003097875],"genre_scores_gemma":[0.9982994,0.0003378324,0.0001727906,0.0005798489,0.00001482619,0.00007456735,0.00002099821,0.000003771456,0.0004960083],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0790537,"threshold_uncertainty_score":0.1571871,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04147457822285312,"score_gpt":0.3756070897800121,"score_spread":0.334132511557159,"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."}}