{"id":"W4389791187","doi":"10.1017/gmh.2023.75.pr8","title":"Review: The methods of improving cultural sensitivity of depression scales for use among global indigenous populations: a systematic scoping review — R1/PR8","year":2023,"lang":"en","type":"peer-review","venue":"","topic":"Community Health and Development","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; McGill University; Douglas Mental Health University Institute","funders":"Strategic Research Council; Canadian Institutes of Health Research; McGill University","keywords":"Indigenous; Depression (economics); Cultural sensitivity; Sensitivity (control systems); Geography; Psychology; Biology; Ecology; Engineering; Psychotherapist; Economics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0632792,0.002994797,0.01043426,0.03167617,0.002281931,0.006605676,0.004031419,0.003832378,0.01075999],"category_scores_gemma":[0.2581268,0.002206365,0.0109915,0.02627919,0.002826599,0.008016414,0.004667514,0.002776241,0.001338229],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009616234,"about_ca_system_score_gemma":0.03814556,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01016896,"about_ca_topic_score_gemma":0.02928576,"domain_scores_codex":[0.9382907,0.02626075,0.0234533,0.002199359,0.008911822,0.0008840585],"domain_scores_gemma":[0.8088407,0.1460214,0.02198824,0.004737988,0.01766396,0.0007477699],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006457062,0.00001497053,0.0002977066,0.9401999,0.002855825,0.00005402893,0.000507771,0.00006882098,0.0001118477,0.0005520909,0.002933724,0.05233884],"study_design_scores_gemma":[0.00004637444,0.00002872318,0.0004821857,0.9798166,0.007174092,0.00006215287,0.0001772661,0.00003615308,0.00007213739,0.0002715135,0.01181656,0.00001606254],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.0008909877,0.9820051,0.002408428,0.001959546,0.0007369688,0.008984165,0.001253956,0.00005743776,0.001703312],"genre_scores_gemma":[0.008954587,0.9665355,0.007568082,0.001677285,0.0002628323,0.01383283,0.0007314029,0.00003390542,0.0004035462],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.0632792,"threshold_uncertainty_score":0.3346564,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3359753547746049,"score_gpt":0.5751702228497475,"score_spread":0.2391948680751426,"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."}}