{"id":"W2892594336","doi":"10.1176/appi.ps.201800082","title":"Culturally Congruent Intensive Case Management Service for Three Refugee Communities","year":2018,"lang":"en","type":"letter","venue":"Psychiatric Services","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Refugee; Mental health; Shame; Mental illness; Stigma (botany); Nursing; Psychology; Medicine; Public relations; Psychiatry; Political science; Social psychology","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003580631,0.0007846123,0.0007407527,0.0004761195,0.0007566659,0.000183582,0.001220414,0.001046635,0.001336053],"category_scores_gemma":[0.000003679869,0.0006862752,0.000292016,0.0005629169,0.00008151255,0.0001611521,0.0001657967,0.001194323,0.00125099],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001044682,"about_ca_system_score_gemma":0.00006162368,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01695822,"about_ca_topic_score_gemma":0.1109894,"domain_scores_codex":[0.9964258,0.0002538021,0.001010082,0.0008171658,0.0004133029,0.001079851],"domain_scores_gemma":[0.9954228,0.0003391319,0.0008089729,0.001671355,0.001584326,0.0001734213],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002141508,0.000081982,0.0004737856,0.005512134,0.0007975681,0.0005610389,0.01660012,9.598446e-7,5.210712e-8,0.0008911581,0.9738523,0.001014734],"study_design_scores_gemma":[0.001896038,0.0003613627,0.00109241,0.0001124104,0.0007678149,0.001468182,0.03040097,0.00009838223,2.536316e-7,0.002429907,0.9606009,0.000771385],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.09040652,0.007944178,0.0002991044,0.8427441,0.02239665,0.007301618,0.001689446,0.0006834153,0.02653493],"genre_scores_gemma":[0.007553121,0.0001496249,0.002128539,0.9698987,0.01073062,0.001475471,0.003904047,0.0001745178,0.003985362],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1271546,"threshold_uncertainty_score":0.9995769,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03303502028337513,"score_gpt":0.3244461496743945,"score_spread":0.2914111293910194,"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."}}