{"id":"W4389791335","doi":"10.1017/gmh.2023.75.pr10","title":"Recommendation: The methods of improving cultural sensitivity of depression scales for use among global indigenous populations: a systematic scoping review — R1/PR10","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); Medicine; Cultural sensitivity; Psychology; Clinical psychology; Psychiatry; Biology; Psychotherapist; Ecology","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":[0.088978,0.003314245,0.009044343,0.0166624,0.002600969,0.009306987,0.008520059,0.01443687,0.05935156],"category_scores_gemma":[0.3710397,0.003641702,0.01747303,0.01731165,0.003002697,0.016892,0.006929041,0.006075892,0.01553726],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01141598,"about_ca_system_score_gemma":0.05688408,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02078997,"about_ca_topic_score_gemma":0.03056497,"domain_scores_codex":[0.9230521,0.02696935,0.03296703,0.003014248,0.01190451,0.002092828],"domain_scores_gemma":[0.740342,0.09642908,0.04174682,0.01049342,0.1072234,0.00376522],"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":[0.0002460765,0.00005502814,0.0009442749,0.839232,0.002718524,0.0001004764,0.0006390923,0.0001122932,0.0003291118,0.001234824,0.09265203,0.06173633],"study_design_scores_gemma":[0.0008319528,0.00004884063,0.001376845,0.9132442,0.00416674,0.00006979204,0.0004037367,0.0001193851,0.0001763996,0.001842447,0.07765142,0.00006819741],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"commentary","genre_scores_codex":[0.004161601,0.2808576,0.02071862,0.194366,0.03616223,0.3471408,0.07103682,0.001731623,0.04382473],"genre_scores_gemma":[0.02229422,0.3421052,0.1091926,0.1083192,0.006094666,0.3720801,0.02133737,0.0007807275,0.01779584],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.088978,"threshold_uncertainty_score":0.4705663,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3845155427108024,"score_gpt":0.5830268677551166,"score_spread":0.1985113250443142,"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."}}