{"id":"W4401968512","doi":"10.1080/03601277.2024.2396649","title":"Translating relational theories into dementia care using research-informed drama","year":2024,"lang":"en","type":"article","venue":"Educational Gerontology","topic":"Empathy and Medical Education","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network; The Scarborough Hospital; York University; Toronto Rehabilitation Institute; University of Waterloo","funders":"Canadian Institutes of Health Research; Alzheimer Society","keywords":"Dementia; Drama; Psychology; Nursing; Medicine; Disease; Visual arts","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004883683,0.0001120143,0.0001575813,0.0002582315,0.0002876907,0.00003375612,0.00007612035,0.0001606184,0.001829984],"category_scores_gemma":[0.0009485587,0.0001005289,0.00007468384,0.0003207962,0.000326772,0.0001949694,0.00001899524,0.0004511545,0.0001375991],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004241556,"about_ca_system_score_gemma":0.004943159,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001947291,"about_ca_topic_score_gemma":0.0001442366,"domain_scores_codex":[0.9985396,0.0001075016,0.000315256,0.0002876252,0.0004365752,0.0003134422],"domain_scores_gemma":[0.9985428,0.0007322941,0.00003259839,0.0001613898,0.000353242,0.0001776595],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001234495,0.0002102185,0.01142405,0.0009107979,0.0002641342,0.00001479263,0.3793811,0.00001871987,0.0007448402,0.5517485,0.005040985,0.05011841],"study_design_scores_gemma":[0.002058789,0.0007480398,0.124845,0.002003785,0.0007549808,0.00101802,0.3710595,0.003569377,0.0008333485,0.2420425,0.2502745,0.0007921141],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8886369,0.02482017,0.001819454,0.04799889,0.003788794,0.0005234346,0.000009007214,0.0001040379,0.03229933],"genre_scores_gemma":[0.9830012,0.00002898345,0.0135598,0.0002803242,0.001424672,0.00006932892,0.0003356556,0.00001800927,0.001282051],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.309706,"threshold_uncertainty_score":0.9990825,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1188127100163749,"score_gpt":0.4618771636975882,"score_spread":0.3430644536812132,"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."}}