{"id":"W2900758024","doi":"10.1177/1524839918816328","title":"Participant-Driven Health Education Workshops With Men Transitioning From Prison to Community","year":2018,"lang":"en","type":"article","venue":"Health Promotion Practice","topic":"Resilience and Mental Health","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University; University of British Columbia","funders":"Face The World Foundation; Michael Smith Health Research BC; Vancouver Foundation","keywords":"Prison; Community-based participatory research; Participatory action research; Focus group; Medical education; Citizen journalism; Community health; Psychology; Nursing; Gerontology; Medicine; Political science; Public health; Sociology; Criminology","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":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002364868,0.0001847267,0.0003118676,0.0001235337,0.00131423,0.00005663782,0.0001972088,0.00009611394,0.000532653],"category_scores_gemma":[0.0001389473,0.0001734276,0.00002625661,0.000508573,0.00009432184,0.0008090177,0.00003027943,0.0006747167,0.0008909024],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004755856,"about_ca_system_score_gemma":0.001439388,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02196492,"about_ca_topic_score_gemma":0.003206581,"domain_scores_codex":[0.9944587,0.003443156,0.0006109891,0.0004251835,0.0003424701,0.0007194919],"domain_scores_gemma":[0.9975116,0.0003568073,0.0005805501,0.0006439858,0.0002355947,0.0006714457],"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":[0.001528446,0.007339725,0.002218471,0.0002548495,0.00009290115,0.000004826444,0.3090567,0.00002765271,0.00008855628,0.003542499,0.05083568,0.6250097],"study_design_scores_gemma":[0.004307803,0.03900371,0.2087723,0.003136242,0.0001630948,0.0004227965,0.47123,0.0004432441,0.0002706152,0.00116514,0.269959,0.001126131],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7117108,0.0005139553,0.04826533,0.2096757,0.001280054,0.003856707,0.00004045362,0.0002978195,0.02435919],"genre_scores_gemma":[0.9631747,0.00008035885,0.01119661,0.02381534,0.0004158006,0.0003506891,0.0001318041,0.00003470151,0.0008000204],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6238836,"threshold_uncertainty_score":0.9999859,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1489529048997547,"score_gpt":0.5095765684884751,"score_spread":0.3606236635887204,"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."}}