{"id":"W4405960173","doi":"10.1093/geroni/igae098.0918","title":"ENHANCING EQUITY TO QUALITY CARE FOR PERSONS WITH DEMENTIA IN RURAL COMMUNITIES THROUGH IMPLEMENTATION OF AGETECH","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Innovative Approaches in Technology and Social Development","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo; University of Northern British Columbia","funders":"","keywords":"Dementia; General partnership; Aging in place; Context (archaeology); Documentation; Public relations; Equity (law); Quality of life (healthcare); Business; Psychology; Nursing; Gerontology; Medicine; Political science; Geography","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001019356,0.0001014884,0.0001523532,0.0006891483,0.0001319379,0.00007949716,0.0001396805,0.00005367202,0.00001924469],"category_scores_gemma":[0.00004227254,0.0001029187,0.00001537391,0.002595958,0.00005051557,0.0006021895,0.0001665035,0.0001578344,0.000001398525],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001701201,"about_ca_system_score_gemma":0.00005692554,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002826491,"about_ca_topic_score_gemma":0.005780046,"domain_scores_codex":[0.9990059,0.00001389404,0.000512315,0.0001079512,0.0001416761,0.0002182614],"domain_scores_gemma":[0.9994556,0.00004543675,0.000140428,0.00009444648,0.0002626273,0.000001447976],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002235163,0.00002105952,0.178899,0.001206351,0.0000409899,0.000001067956,0.04399062,0.00003734895,0.002515516,0.7394406,0.00007350604,0.03375151],"study_design_scores_gemma":[0.001037496,0.00003142962,0.1315296,0.001122926,0.00002617723,4.102649e-7,0.8056315,0.0002272028,0.02293528,0.03254382,0.004477807,0.0004363822],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9506658,0.00006137124,0.04576441,0.0007672171,0.0001540574,0.0004973194,0.000005496472,0.00007913062,0.002005217],"genre_scores_gemma":[0.9936877,0.000001495919,0.005353872,0.0005497815,0.00005861322,0.0002005213,0.0001264808,0.00001296569,0.000008544664],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7616408,"threshold_uncertainty_score":0.4272828,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06365908174568741,"score_gpt":0.3742043554923088,"score_spread":0.3105452737466214,"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."}}