{"id":"W4367627442","doi":"10.18332/popmed/163859","title":"Guiding principles of a peer-led intervention to support the transition to community among people released from prison in British Columbia, Canada","year":2023,"lang":"en","type":"article","venue":"Population Medicine","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Prison; Intervention (counseling); Transition (genetics); Peer support; Political science; Psychology; Gerontology; Criminology; Medicine; Psychiatry; Chemistry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.08981374,0.001469516,0.001597979,0.005987733,0.02047568,0.01244239,0.01069542,0.007036286,0.005456658],"category_scores_gemma":[0.06351971,0.001233699,0.001698146,0.003756907,0.01207443,0.003243191,0.01084091,0.00509439,0.001073538],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1250587,"about_ca_system_score_gemma":0.5219979,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7765865,"about_ca_topic_score_gemma":0.9044381,"domain_scores_codex":[0.9036422,0.05646512,0.007035927,0.00364828,0.02154949,0.007659031],"domain_scores_gemma":[0.9445768,0.01117285,0.002367998,0.001926325,0.02574952,0.01420646],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0005358091,0.002026804,0.02304482,0.02425203,0.000572815,0.001999723,0.08516707,0.007915804,0.002337051,0.1755802,0.1898097,0.4867582],"study_design_scores_gemma":[0.001958204,0.001744225,0.05491036,0.04930089,0.001051368,0.001046173,0.0897923,0.007199936,0.003424543,0.08783244,0.7011292,0.000610391],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.06847464,0.02670394,0.1116571,0.4088809,0.00571247,0.1916824,0.003660783,0.0008376119,0.1823902],"genre_scores_gemma":[0.2900224,0.01152834,0.5545588,0.02478731,0.0004564883,0.07528837,0.0008478867,0.0001919336,0.04231843],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2234135,"threshold_uncertainty_score":0.9073686,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2021014081844779,"score_gpt":0.4099620655780352,"score_spread":0.2078606573935573,"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."}}