{"id":"W4389791196","doi":"10.1017/gmh.2023.75.pr5","title":"Recommendation: The methods of improving cultural sensitivity of depression scales for use among global indigenous populations: a systematic scoping review — R0/PR5","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; Cultural sensitivity; Sensitivity (control systems); Depression (economics); Psychology; Data science; Computer science; Biology; Engineering; Psychotherapist; Ecology; 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":[0.08819204,0.003215679,0.008933107,0.01684988,0.002643671,0.009312145,0.008648351,0.01428331,0.05310159],"category_scores_gemma":[0.3538722,0.003513162,0.01740966,0.01692447,0.003046302,0.01658816,0.006837519,0.006043783,0.01366675],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01149174,"about_ca_system_score_gemma":0.05630692,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02048675,"about_ca_topic_score_gemma":0.02992768,"domain_scores_codex":[0.9264208,0.02558362,0.03184606,0.002881198,0.01119394,0.002074298],"domain_scores_gemma":[0.7522526,0.09243903,0.03958305,0.009720036,0.1022204,0.003784952],"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":[0.0002482832,0.0000509013,0.0009342706,0.8528593,0.002820332,0.00009937091,0.0006440534,0.0001090056,0.0003289561,0.001227191,0.07928803,0.06139036],"study_design_scores_gemma":[0.0007893456,0.00004813717,0.001349163,0.9194167,0.00445109,0.00006980924,0.0004009085,0.000114681,0.0001735832,0.00185416,0.07126702,0.00006540352],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"other","genre_scores_codex":[0.004424159,0.3130107,0.02044592,0.1911638,0.03811523,0.3282199,0.06132279,0.001671729,0.04162581],"genre_scores_gemma":[0.02409883,0.3677941,0.1075575,0.1083077,0.0061519,0.3473321,0.02021332,0.0007328488,0.01781174],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.08819204,"threshold_uncertainty_score":0.4664096,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3881840438448848,"score_gpt":0.5833620288350692,"score_spread":0.1951779849901843,"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."}}