{"id":"W4305014690","doi":"10.1186/s12877-022-03483-9","title":"Feasibility, acceptability, and preliminary effectiveness of the adapted Namaste Care program delivered by caregivers of community-dwelling older persons with moderate to advanced dementia: a mixed methods feasibility study","year":2022,"lang":"en","type":"article","venue":"BMC Geriatrics","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Research Institute for Aging; University of Waterloo; McMaster University","funders":"Alzheimer Society","keywords":"Medicine; Dementia; Gerontology; Rehabilitation; Physical therapy","routes":{"ca_aff":true,"ca_fund":true,"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":[0.003277957,0.0002786517,0.0006464768,0.0001569705,0.000613251,0.00002759139,0.0003830203,0.00005716919,0.00006071919],"category_scores_gemma":[0.0003475793,0.0002152195,0.0001715672,0.001095402,0.0002184765,0.00009668119,0.001237293,0.0005700605,1.487111e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003082904,"about_ca_system_score_gemma":0.0003746008,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004988547,"about_ca_topic_score_gemma":0.0001915789,"domain_scores_codex":[0.9915254,0.006282539,0.0004306995,0.0005047836,0.0008781765,0.0003783955],"domain_scores_gemma":[0.9970842,0.0008402428,0.000223138,0.0008688266,0.0008069627,0.0001766419],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01259111,0.00542917,0.9493002,0.002303098,0.0003594278,0.000003962867,0.01392002,0.0007468156,0.003183133,0.000002413256,0.00001712593,0.01214352],"study_design_scores_gemma":[0.008064806,0.01024089,0.8408281,0.00006110004,0.0008586475,0.000008027715,0.1333764,0.0003848357,0.005963827,0.00001616956,0.00001325377,0.0001838844],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9840689,0.0006937327,0.00360983,0.00003011222,0.00007911102,0.01120173,0.0001746157,0.00004355262,0.00009838546],"genre_scores_gemma":[0.9908578,0.000005760831,0.008215472,0.00001162464,0.000005525139,0.0007945581,0.00005472864,0.00003248202,0.00002200342],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1194564,"threshold_uncertainty_score":0.8776395,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03448354012598015,"score_gpt":0.3644741348842209,"score_spread":0.3299905947582408,"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."}}