{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.008557203,0.0003651108,0.0008634847,0.0006449104,0.0009644838,0.00005614028,0.0003288315,0.0001827921,0.00051863],"category_scores_gemma":[0.00004009443,0.0002934372,0.0002658746,0.0006930619,0.00006891284,0.0006252911,0.0001347321,0.002127204,0.0002169542],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007075017,"about_ca_system_score_gemma":0.005230131,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00297086,"about_ca_topic_score_gemma":0.003704007,"domain_scores_codex":[0.9922443,0.001248726,0.003379672,0.0004076355,0.001320755,0.001398884],"domain_scores_gemma":[0.9970175,0.0002491722,0.001355263,0.000233762,0.0001503949,0.0009939309],"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":[0.000999128,0.0007978896,0.1491515,0.008341568,0.0001043488,0.00005700613,0.07724107,0.00000769602,0.00002023213,0.0004850298,0.2543935,0.508401],"study_design_scores_gemma":[0.004063027,0.01431929,0.00314468,0.03641563,0.00001516079,0.0001729271,0.1243389,0.0004868004,0.00002933283,0.001620262,0.8148273,0.000566711],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8818313,0.01125761,0.0002938687,0.06898656,0.02787161,0.005357358,0.0002215432,0.0001401675,0.004039981],"genre_scores_gemma":[0.8999913,0.01338984,0.02682253,0.04264499,0.002679821,0.0002701213,0.002417719,0.0002558123,0.0115279],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5604338,"threshold_uncertainty_score":0.9999518,"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."}}