{"id":"W4383535120","doi":"10.1186/s40900-023-00455-0","title":"Engaging diverse patients in a diverse world: the development and preliminary evaluation of educational modules to support diversity in patient engagement research","year":2023,"lang":"en","type":"article","venue":"Research Involvement and Engagement","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fraser Health; Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"University of British Columbia","keywords":"Diversity (politics); Psychology; Psychological intervention; Indigenous; Perception; Scale (ratio); Medical education; Applied psychology; Knowledge management; Computer science; Medicine; Sociology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.04689058,0.0007929992,0.0005431442,0.001088463,0.00146638,0.002069163,0.00203689,0.001310774,0.003351758],"category_scores_gemma":[0.06669947,0.0005180173,0.001186596,0.0007956628,0.001240592,0.001507188,0.005909525,0.001494543,0.0006005458],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002888425,"about_ca_system_score_gemma":0.01401222,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002381251,"about_ca_topic_score_gemma":0.008021971,"domain_scores_codex":[0.972059,0.02205142,0.001258317,0.000564467,0.002013499,0.002053348],"domain_scores_gemma":[0.9516343,0.02517767,0.00355151,0.003758971,0.005581513,0.010296],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.003961929,0.04543347,0.0576264,0.003562602,0.0002512168,0.0007157444,0.04196404,0.003107734,0.008253865,0.001454846,0.007254852,0.8264133],"study_design_scores_gemma":[0.01923322,0.2032589,0.507522,0.008326094,0.001616919,0.002374048,0.06202364,0.01504848,0.03526724,0.008929483,0.1357148,0.0006851533],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9548746,0.0003255932,0.0123676,0.00176544,0.0001105668,0.02547731,0.0003708272,0.0004026829,0.004305425],"genre_scores_gemma":[0.7890487,0.000872258,0.1683561,0.001161591,0.0001100787,0.03765163,0.0006718695,0.00008322331,0.00204456],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04689058,"threshold_uncertainty_score":0.2479841,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7181557590932853,"score_gpt":0.5521395342139958,"score_spread":0.1660162248792896,"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."}}