{"id":"W4391420206","doi":"10.33137/jrmh.v7i1.41620","title":"Integrating Peer Support Workers into Mental Health Programs","year":2024,"lang":"en","type":"article","venue":"Journal of Recovery in Mental Health","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Mental Health Association","funders":"Canadian Mental Health Association","keywords":"Mental health; Inclusion (mineral); Peer support; Intervention (counseling); Psychology; Program evaluation; Medical education; Action research; Plan (archaeology); Peer education; Mental illness; Action plan; Nursing; Health education; Medicine; Public health; Psychiatry; Political science; Geography; Pedagogy; Management; Social psychology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.009961043,0.0006115288,0.0002843376,0.001022353,0.004673189,0.002475843,0.003094587,0.0007074228,0.005789673],"category_scores_gemma":[0.01601277,0.0003484768,0.0004498395,0.0004621868,0.001323526,0.001605439,0.01049683,0.001649302,0.000487262],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006793734,"about_ca_system_score_gemma":0.04878083,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05106939,"about_ca_topic_score_gemma":0.1727748,"domain_scores_codex":[0.9866838,0.00800145,0.0002577747,0.0004840628,0.002227503,0.002345348],"domain_scores_gemma":[0.9886812,0.001934894,0.0006065462,0.0005932041,0.002123215,0.00606099],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002477856,0.00945716,0.02639673,0.001407854,0.000098542,0.0005949932,0.0290207,0.001061299,0.002173449,0.00264829,0.01963026,0.907263],"study_design_scores_gemma":[0.002706888,0.0287758,0.2487479,0.01027341,0.0007212695,0.001263452,0.269218,0.006355013,0.01274352,0.01145412,0.4073948,0.0003459524],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8340618,0.003223654,0.0235711,0.02493475,0.00128028,0.01354636,0.0001912094,0.0009029523,0.09828801],"genre_scores_gemma":[0.9368233,0.002622715,0.04527329,0.001995812,0.0003026346,0.002698366,0.000135279,0.000061512,0.01008698],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05106939,"threshold_uncertainty_score":0.1015443,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1253252976101883,"score_gpt":0.465407415102474,"score_spread":0.3400821174922857,"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."}}