{"id":"W4392516997","doi":"10.1177/14713012241233651","title":"Increased community engagement of Indigenous Peoples in dementia research leads to higher context relevance of results","year":2024,"lang":"en","type":"review","venue":"Dementia","topic":"Indigenous Health, Education, and Rights","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Robert Wood Johnson Foundation","keywords":"Indigenous; Community engagement; Relevance (law); Context (archaeology); Community-based participatory research; Mentorship; Medicine; Public relations; Medical education; Sociology; Political science; Participatory action research; Geography; Anthropology; Ecology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.01562448,0.0003265561,0.001264241,0.001054356,0.00288048,0.00006645209,0.001248768,0.0003852766,0.0001492298],"category_scores_gemma":[0.0001622688,0.000274663,0.0002457159,0.002008976,0.0004270831,0.0001081878,0.00004891762,0.001374621,0.000164754],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000628198,"about_ca_system_score_gemma":0.02064997,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4124213,"about_ca_topic_score_gemma":0.9116123,"domain_scores_codex":[0.9880426,0.00766061,0.001733996,0.0004781155,0.001150834,0.0009338279],"domain_scores_gemma":[0.996272,0.001528164,0.000588108,0.0008526723,0.0005406677,0.0002184015],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009900828,0.001403307,0.0003014543,0.03981233,0.0009000737,0.00001265418,0.8140959,7.890956e-7,0.000001476158,0.04076648,0.003615347,0.09899121],"study_design_scores_gemma":[0.000209191,0.0002307308,0.0002783223,0.009207251,0.0005820729,3.242387e-7,0.005692023,3.859121e-8,0.00001255881,0.0002119725,0.9833366,0.0002388722],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.02215588,0.9500086,0.000001595949,0.0000524373,0.0009133976,0.0032683,0.0002148423,0.00003485272,0.02335015],"genre_scores_gemma":[0.06419525,0.9327599,0.0001259969,0.00001444723,0.0002185529,0.00007322192,0.0001783893,0.00004501887,0.002389265],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9797213,"threshold_uncertainty_score":0.9999706,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1573945444207799,"score_gpt":0.4422733560528806,"score_spread":0.2848788116321007,"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."}}