{"id":"W4399434651","doi":"10.18192/osurj.v3i1.7164","title":"Alzheimer’s Across Cultures: Examining the Impact of Indigenous Community Circumstances and Cultural Perspectives on Treatment.","year":2024,"lang":"en","type":"article","venue":"University of Ottawa Science Undergraduate Research Journal","topic":"Indigenous Studies and Ecology","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Indigenous; Dementia; Population; Psychological intervention; Disease; Gerontology; Sociology; Medicine; Nursing; Environmental health; Pathology; Ecology; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.006115127,0.0001330432,0.0002641986,0.0002961075,0.02428549,0.0000779229,0.0006765031,0.0000769887,0.00004209045],"category_scores_gemma":[0.0003040166,0.00007376857,0.0001090191,0.0008909904,0.003732192,0.0003955899,0.0003433136,0.001548796,0.0000117578],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00148906,"about_ca_system_score_gemma":0.002060246,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02065498,"about_ca_topic_score_gemma":0.01359164,"domain_scores_codex":[0.9965457,0.001311802,0.000213797,0.0002153935,0.0005947913,0.001118516],"domain_scores_gemma":[0.9969819,0.001382452,0.0001648286,0.0002233563,0.001071312,0.0001761063],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00008712353,0.0001767789,0.02153021,0.00004164518,0.0004110683,0.00005206215,0.967599,0.00009342211,0.001102126,0.004721591,0.001154287,0.003030692],"study_design_scores_gemma":[0.0004206961,0.002125011,0.0484673,0.00015443,0.0000251742,0.00004603141,0.9466779,0.00009745274,0.00003917194,0.001172253,0.000694741,0.00007980885],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9882273,0.002398164,0.00002453657,0.001575098,0.0001268524,0.0003902011,0.00003616713,0.00001466992,0.007207019],"genre_scores_gemma":[0.9934964,0.005985578,0.00004961903,0.000006167849,0.00006131652,6.722354e-7,9.775124e-7,0.000005888927,0.0003934018],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02693708,"threshold_uncertainty_score":0.9989791,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1864694293581659,"score_gpt":0.496896738076838,"score_spread":0.3104273087186722,"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."}}