{"id":"W2914824832","doi":"10.31372/20180304.1087","title":"Health-Assistive Smart Homes for Aging in Place: Leading the Way for Integration of the Asian Immigrant Minority Voice","year":2018,"lang":"en","type":"article","venue":"Asian/Pacific Island Nursing Journal","topic":"Technology Use by Older Adults","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Health care; Immigration; Gerontology; Quality of life (healthcare); Health equity; Multidisciplinary approach; Medicine; Psychology; Nursing; Political science; Public health","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002351414,0.0001487785,0.0002787555,0.0001843554,0.00207505,0.0001183801,0.0004656814,0.0001534788,0.000005298774],"category_scores_gemma":[0.0005977869,0.0000934557,0.0001599258,0.0004341994,0.0008740765,0.000223154,0.0000150565,0.000448684,0.000001865836],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004537853,"about_ca_system_score_gemma":0.0003566701,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004252845,"about_ca_topic_score_gemma":0.02301871,"domain_scores_codex":[0.9981479,0.0003398661,0.0004352795,0.0002237546,0.0002982094,0.000554991],"domain_scores_gemma":[0.9987288,0.0003027574,0.0004563193,0.0002067168,0.0002378908,0.00006755967],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004106358,0.0002137712,0.02671761,0.00005920988,0.00007744908,0.000001731269,0.3704293,0.000002450174,0.0006258173,0.008084938,0.03939621,0.5539809],"study_design_scores_gemma":[0.004652787,0.0011498,0.3073829,0.004533904,0.0001707719,0.0001674143,0.5831094,0.001082644,0.004014647,0.03380965,0.05925274,0.00067332],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.4429967,0.001498544,0.05572025,0.4626819,0.009289158,0.003988075,0.0001348723,0.0001623786,0.02352811],"genre_scores_gemma":[0.9974144,0.00003742556,0.001321749,0.00006395668,0.0005791036,0.00002244745,0.00000264744,0.00001347702,0.0005447969],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5544177,"threshold_uncertainty_score":0.9992241,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01745012685572311,"score_gpt":0.3153342323488096,"score_spread":0.2978841054930865,"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."}}