{"id":"W4312103218","doi":"10.1093/geroni/igac059.1396","title":"RACIAL AND ETHNIC VARIATIONS IN DEMENTIA DIAGNOSIS, SURVIVAL, AND END-OF-LIFE CARE QUALITY","year":2022,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University; Toronto Metropolitan University","funders":"","keywords":"Ethnic group; Dementia; End-of-life care; Health care; Gerontology; Medicine; Presentation (obstetrics); Quality of life (healthcare); Psychology; Nursing; Palliative care; Sociology; Political science","routes":{"ca_aff":true,"ca_fund":false,"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":[],"consensus_categories":[],"category_scores_codex":[0.002821034,0.00008627246,0.0001888291,0.0008313056,0.0007126905,0.0008071339,0.0003151363,0.0004206903,0.00342258],"category_scores_gemma":[0.008772257,0.00009488911,0.0004422406,0.001000336,0.0004397624,0.0004637641,0.0008610668,0.0005268001,0.0002463907],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005260768,"about_ca_system_score_gemma":0.0004142727,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006841338,"about_ca_topic_score_gemma":0.01153975,"domain_scores_codex":[0.9983208,0.0007893462,0.0001509456,0.0001470287,0.0003283841,0.0002635839],"domain_scores_gemma":[0.9963291,0.001060908,0.001317053,0.0001470827,0.0006100121,0.0005357696],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009186206,0.00005882727,0.9765304,0.0000498604,0.0001327582,0.0001100784,0.002416718,0.0001592547,0.0002586278,0.0009908691,0.002952865,0.01624789],"study_design_scores_gemma":[0.00000237699,0.00003622226,0.9952631,0.00004643275,0.0000176446,0.00008179575,0.002594403,0.0001536677,0.0000781275,0.0003155539,0.001402722,0.000007936975],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9774998,0.003396853,0.0005238914,0.006126658,0.0001612516,0.00001990108,0.0005126628,0.000009948032,0.01174902],"genre_scores_gemma":[0.9982184,0.000616982,0.0001383607,0.000434194,0.0000590928,0.000009181587,0.0001544532,0.000003043625,0.0003662661],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006841338,"threshold_uncertainty_score":0.01491922,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1120625504996031,"score_gpt":0.4542896284216544,"score_spread":0.3422270779220513,"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."}}