{"id":"W4389791176","doi":"10.1017/gmh.2023.75.pr11","title":"Decision: The methods of improving cultural sensitivity of depression scales for use among global indigenous populations: a systematic scoping review — R1/PR11","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; Depression (economics); Sensitivity (control systems); Psychology; Geography; 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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.2137949,0.003526403,0.01268181,0.0197095,0.003289663,0.01412464,0.00908833,0.01596908,0.04337826],"category_scores_gemma":[0.5235069,0.003842798,0.01699963,0.01561915,0.005238563,0.02631652,0.01085359,0.006658055,0.009882831],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01268105,"about_ca_system_score_gemma":0.06087368,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007483078,"about_ca_topic_score_gemma":0.01283715,"domain_scores_codex":[0.803384,0.07897101,0.08412787,0.007592896,0.02241294,0.003511253],"domain_scores_gemma":[0.5755549,0.2388283,0.06351474,0.0193095,0.09767978,0.005112704],"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":[0.0005830468,0.00005803598,0.001406054,0.8190774,0.003879176,0.0002359871,0.002005761,0.0001669064,0.0004768775,0.005081764,0.07094473,0.09608429],"study_design_scores_gemma":[0.001129051,0.000103448,0.001093152,0.879214,0.005487046,0.0001616063,0.0008834373,0.0002407742,0.000382775,0.006261606,0.10493,0.0001131377],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.006342693,0.3221204,0.03096934,0.2408596,0.04451988,0.2979263,0.0302702,0.001208232,0.02578348],"genre_scores_gemma":[0.03786888,0.2080464,0.1333234,0.1503411,0.0102164,0.4384465,0.008881327,0.0008668871,0.01200913],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.2137949,"threshold_uncertainty_score":0.9695309,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.351502238934208,"score_gpt":0.5824390635919828,"score_spread":0.2309368246577749,"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."}}