{"id":"W4205258325","doi":"10.3928/00989134-20211206-05","title":"Use of an Ambient Activity Technology for Long-Term Care Residents With Dementia","year":2022,"lang":"en","type":"article","venue":"Journal of Gerontological Nursing","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Long-term care; Dementia; Nursing homes; Assisted living; Gerontological nursing; Gerontology; Focus group; Nursing; Perception; Medicine; Psychology; Business","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":[0.001643189,0.0003402526,0.0003718766,0.0003775645,0.000878504,0.0004990777,0.0003805776,0.0004183943,0.001058846],"category_scores_gemma":[0.004732221,0.000192132,0.000425434,0.0001947784,0.0003373885,0.0004267166,0.0007467282,0.0003932069,0.0002261905],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003289234,"about_ca_system_score_gemma":0.0008737697,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002251035,"about_ca_topic_score_gemma":0.00605998,"domain_scores_codex":[0.9989763,0.000566605,0.00006709636,0.00008007028,0.0001991368,0.0001108471],"domain_scores_gemma":[0.9984651,0.0007001846,0.0002394695,0.00007110124,0.0002512732,0.000272935],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.004516987,0.0374393,0.337386,0.002881892,0.0003268255,0.003573284,0.04827666,0.0009691586,0.03853269,0.0001670137,0.002251959,0.5236782],"study_design_scores_gemma":[0.0005524975,0.1663175,0.7744454,0.0004039983,0.0005463899,0.00356922,0.03494984,0.001535074,0.01044138,0.0002455501,0.006855929,0.000137341],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989472,0.0001446965,0.0002401939,0.00005567225,0.000008738246,0.00007681488,0.00001651776,0.00001315215,0.0004970437],"genre_scores_gemma":[0.9969585,0.0002896549,0.002050373,0.00007782734,0.00001682412,0.000186229,0.00003052474,0.000002185769,0.0003878696],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002251035,"threshold_uncertainty_score":0.008690178,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08838558523497851,"score_gpt":0.4185472327799206,"score_spread":0.330161647544942,"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."}}