{"id":"W4389791233","doi":"10.1017/gmh.2023.75.pr14","title":"Decision: The methods of improving cultural sensitivity of depression scales for use among global indigenous populations: a systematic scoping review — R2/PR14","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; Economics; Engineering; Psychotherapist","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":["metaresearch","metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.02178788,0.0005129041,0.003286711,0.0001452133,0.001597973,0.00002150856,0.0005799437,0.0005428331,0.00005672197],"category_scores_gemma":[0.03099794,0.0002953938,0.0005574213,0.0009335639,0.0001062697,0.0002012682,0.001012872,0.001003638,0.00001781427],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005254962,"about_ca_system_score_gemma":0.002256542,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01249357,"about_ca_topic_score_gemma":0.04082888,"domain_scores_codex":[0.9846549,0.008874654,0.004355764,0.0004930788,0.0008771562,0.0007444705],"domain_scores_gemma":[0.9695556,0.02243981,0.003913144,0.00171109,0.002133079,0.0002473256],"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":[0.00002007801,0.00003354641,0.00160867,0.9033985,0.00006204145,0.000001314973,0.0004513447,0.000002601957,0.000001050811,0.00003406786,0.06845081,0.02593595],"study_design_scores_gemma":[0.0002849535,0.00003317821,0.004603653,0.9919066,0.0006345371,0.000008563074,0.0006407409,0.0002971659,0.000001942041,0.0001926788,0.001101482,0.0002944835],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001905659,0.8076675,0.08958195,0.006238305,0.006936519,0.08561374,0.001223449,0.0003428532,0.0004900158],"genre_scores_gemma":[0.001301044,0.4793654,0.4661689,0.01655594,0.0006821434,0.01526257,0.003599983,0.0002993403,0.01676463],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.376587,"threshold_uncertainty_score":0.9999498,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3456657375492153,"score_gpt":0.5824991004522209,"score_spread":0.2368333629030056,"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."}}