{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02349673,0.00107907,0.00124208,0.001236058,0.0017467,0.00127461,0.001351701,0.001133845,0.001451539],"category_scores_gemma":[0.02166393,0.0008035505,0.001598399,0.0007414133,0.0009520943,0.001495418,0.001966791,0.0009423408,0.000177205],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002194231,"about_ca_system_score_gemma":0.005704768,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00381806,"about_ca_topic_score_gemma":0.00744141,"domain_scores_codex":[0.9861175,0.009937719,0.001090797,0.0006261443,0.00129597,0.0009319198],"domain_scores_gemma":[0.9931124,0.003609845,0.0007496054,0.000597198,0.001232234,0.00069871],"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":[0.03934304,0.245631,0.1308781,0.006431733,0.001014789,0.002423573,0.1022033,0.00165531,0.0127219,0.0006178504,0.001173618,0.4559058],"study_design_scores_gemma":[0.03329269,0.446957,0.422757,0.001470122,0.001393701,0.001067189,0.07505914,0.003386479,0.007437126,0.0005926234,0.006206992,0.0003800112],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9855236,0.00009291366,0.0005891647,0.00005370476,0.0000109046,0.01314097,0.00007827055,0.00000874504,0.0005017187],"genre_scores_gemma":[0.9379238,0.0005785596,0.01137565,0.0002200801,0.00003164208,0.04910645,0.0002004187,0.000009272551,0.0005541252],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02349673,"threshold_uncertainty_score":0.1242641,"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."}}