{"id":"W4386697467","doi":"10.1017/gmh.2023.52","title":"Safe and valid? A systematic review of the psychometric properties of culturally adapted depression scales for use among Indigenous populations","year":2023,"lang":"en","type":"review","venue":"Cambridge Prisms Global Mental Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Douglas College; McGill University; Douglas Mental Health University Institute; University of Ottawa","funders":"Institute of Indigenous Peoples' Health; Institute of Aboriginal Peoples Health; Canadian Institutes of Health Research; McGill University","keywords":"Indigenous; Psychology; Clinical psychology; Depression (economics); Ecology; Biology","routes":{"ca_aff":true,"ca_fund":true,"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"],"consensus_categories":[],"category_scores_codex":[0.0007738117,0.0005176658,0.002994001,0.0001954425,0.0004457705,0.00003044818,0.0005032018,0.0002401051,0.000004137699],"category_scores_gemma":[0.0001277096,0.0002880553,0.000548038,0.001385825,0.0001502141,0.0001385246,0.0001933554,0.0001941236,0.00001195144],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006082919,"about_ca_system_score_gemma":0.0001756244,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001483276,"about_ca_topic_score_gemma":0.0001026242,"domain_scores_codex":[0.9951403,0.0008957999,0.002392894,0.0005668455,0.0004720251,0.0005321875],"domain_scores_gemma":[0.9960796,0.0001378597,0.002745025,0.0007009098,0.0001145449,0.000222033],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0000286977,0.0002183895,0.0007603308,0.9227761,0.0002269631,7.189946e-7,0.0001615662,3.052572e-8,5.799505e-8,0.0001847386,0.001501366,0.07414103],"study_design_scores_gemma":[0.0006428955,0.0002823173,0.00568791,0.9889551,0.001285717,0.00007257018,0.0001680724,0.000003868715,0.000001215189,0.000007857132,0.002586336,0.0003061001],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00479782,0.9694557,0.00001367232,0.00005966489,0.0008741345,0.02268332,0.00199536,0.00004715272,0.00007312844],"genre_scores_gemma":[0.002078569,0.994669,0.0002190089,0.0001599482,0.00003640161,0.001717892,0.0005138949,0.00005211977,0.000553198],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.07383493,"threshold_uncertainty_score":0.9999571,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1792924239445547,"score_gpt":0.4375385143937698,"score_spread":0.2582460904492151,"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."}}