{"id":"W7116872160","doi":"10.1002/alz70860_097728","title":"Self‐determination and Reciprocity: Ethical Research Engagement with Indigenous People Living with Dementia in Canada","year":2025,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Indigenous Health, Education, and Rights","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; University of Calgary","funders":"","keywords":"Indigenous; General partnership; Community engagement; Community-based participatory research; Research ethics; Relevance (law); Dementia; Participatory action research","routes":{"ca_aff":true,"ca_fund":false,"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":[0.04385364,0.0003677133,0.0009307607,0.00154133,0.05638178,0.01664489,0.003958869,0.003959687,0.003673772],"category_scores_gemma":[0.05814832,0.0005871458,0.0007715619,0.003171571,0.02269141,0.00481877,0.01546123,0.009895204,0.0002832845],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1851867,"about_ca_system_score_gemma":0.6295362,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9851672,"about_ca_topic_score_gemma":0.994445,"domain_scores_codex":[0.9563976,0.02120998,0.001551342,0.002134227,0.009813971,0.008892918],"domain_scores_gemma":[0.9234932,0.02383631,0.003038296,0.002381018,0.01915467,0.02809634],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001410803,0.0002032633,0.02649901,0.001409342,0.00009224578,0.003483925,0.6910321,0.0007100279,0.000719883,0.1156731,0.06071685,0.09931911],"study_design_scores_gemma":[0.00005168431,0.0001062748,0.03156598,0.003388522,0.00009355661,0.0009831553,0.6705411,0.001059817,0.0004878525,0.02621749,0.2652119,0.0002927092],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3545607,0.02684835,0.009667176,0.4458509,0.002494415,0.002006641,0.0004184047,0.0001320605,0.1580213],"genre_scores_gemma":[0.9338017,0.01038041,0.008403937,0.02934274,0.0001439586,0.0006025796,0.0001303717,0.00006576213,0.01712868],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1851867,"threshold_uncertainty_score":0.9450679,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02850836962404067,"score_gpt":0.3319357171394147,"score_spread":0.303427347515374,"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."}}