{"id":"W4415114533","doi":"10.1007/s10823-026-09574-z","title":"Pathways to Culturally Safe Dementia Care (CSDC): A Concept Analysis and Transformational Model for Practitioners and Organizations","year":2025,"lang":"en","type":"article","venue":"Journal of Cross-Cultural Gerontology","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Thompson Rivers University; University of Windsor","funders":"Thompson Rivers University; Eli Lilly and Company","keywords":"Operationalization; Transformational leadership; Conceptual model; Grounded theory; Health care; Isolation (microbiology); Dementia; Cultural competence","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":[0.02672718,0.001025378,0.0005851196,0.005048587,0.006187974,0.01126406,0.003512658,0.002138284,0.001793113],"category_scores_gemma":[0.02156392,0.0005684423,0.001067096,0.004676007,0.0204083,0.02103225,0.009322776,0.004769044,0.0003132262],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0144854,"about_ca_system_score_gemma":0.02719381,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01139767,"about_ca_topic_score_gemma":0.01155491,"domain_scores_codex":[0.979185,0.01744413,0.0007185285,0.0006992949,0.001272172,0.000680664],"domain_scores_gemma":[0.9850283,0.009096274,0.001407967,0.0009640561,0.001889375,0.001614119],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00006543362,0.0002585714,0.01143379,0.0006120693,0.00003991147,0.0008176714,0.2749501,0.003023849,0.0003106769,0.5957879,0.005215057,0.1074848],"study_design_scores_gemma":[0.00007387593,0.0002925785,0.004046608,0.002039589,0.00005025525,0.001358649,0.4251572,0.0150284,0.0004487033,0.4764162,0.07497078,0.0001172446],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2412273,0.006831117,0.551037,0.1054809,0.0006900286,0.00598202,0.0004176427,0.0005189634,0.087815],"genre_scores_gemma":[0.6443183,0.002185432,0.3468798,0.001711137,0.00003755168,0.002612412,0.0002032621,0.00005481513,0.001997245],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02672718,"threshold_uncertainty_score":0.1413485,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04281422194074627,"score_gpt":0.4633677249472232,"score_spread":0.4205535030064769,"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."}}