{"id":"W4408520848","doi":"10.1371/journal.pmen.0000079","title":"“My home is (now) at peace”: Evaluating the relevance, acceptability and potential scalability of a guided self-help intervention for male refugees in Uganda","year":2025,"lang":"en","type":"article","venue":"PLOS mental health.","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Mental health; Refugee; Intervention (counseling); Psychological intervention; Relevance (law); Thematic analysis; Medicine; Qualitative research; Nursing; Psychology; Psychiatry; Sociology; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002240748,0.0001525195,0.0003452667,0.00009623624,0.0003245588,0.00001410602,0.0001505041,0.0001047775,0.0005126235],"category_scores_gemma":[0.0001224321,0.000126722,0.0001094837,0.0002385626,0.0001050248,0.00009194354,0.00009157269,0.0001769083,0.000008968315],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004428896,"about_ca_system_score_gemma":0.0001404779,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000598445,"about_ca_topic_score_gemma":0.002068361,"domain_scores_codex":[0.9972852,0.0006203959,0.000989742,0.0004843848,0.0002288998,0.000391361],"domain_scores_gemma":[0.9988219,0.0002731278,0.0002999885,0.0004024702,0.0001069241,0.00009565123],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005343809,0.00427563,0.8062292,0.009795979,0.0002142935,9.672772e-7,0.04604321,0.000004465457,0.0009233535,0.001073151,0.03748101,0.08861498],"study_design_scores_gemma":[0.006812748,0.001450299,0.9771914,0.0003364226,0.00005851823,0.00001327337,0.00410059,0.002577479,0.000905591,0.002472835,0.003881556,0.0001992204],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9896803,0.002191548,0.00005583884,0.004421429,0.0004678937,0.00260352,0.0001902046,0.00003466749,0.0003545772],"genre_scores_gemma":[0.9967005,0.0001307611,0.0009787926,0.000625839,0.00004571247,0.0003572073,0.00006095396,0.00001200279,0.001088274],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1709623,"threshold_uncertainty_score":0.5612868,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03598319636926045,"score_gpt":0.4081029002600194,"score_spread":0.3721197038907589,"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."}}