{"id":"W4414452793","doi":"10.1016/j.jpainsymman.2025.08.038","title":"Evaluation of a Flexible Artist-Facilitated Storytelling Intervention on a Palliative Care Unit","year":2025,"lang":"en","type":"article","venue":"Journal of Pain and Symptom Management","topic":"Empathy and Medical Education","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Canadian Hospice Palliative Care Association; University of Ottawa; Bruyère","funders":"University of Ottawa","keywords":"Palliative care; Storytelling; Session (web analytics); Intervention (counseling); Unit (ring theory)","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":[0.006952962,0.0009086936,0.000578993,0.0005528377,0.00122873,0.0008993796,0.001951422,0.001245525,0.004877354],"category_scores_gemma":[0.01538937,0.0003238271,0.000713476,0.0003351967,0.000840826,0.0009038119,0.00177254,0.001185778,0.00043308],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001348357,"about_ca_system_score_gemma":0.003200928,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009984771,"about_ca_topic_score_gemma":0.002131534,"domain_scores_codex":[0.9958459,0.003003089,0.0002202425,0.0002434185,0.000313801,0.0003737323],"domain_scores_gemma":[0.9921969,0.004658653,0.0005620263,0.0004373293,0.0008336852,0.001311436],"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":[0.01794138,0.0951638,0.01019658,0.009781228,0.0003701514,0.003114609,0.08982503,0.003716326,0.03023929,0.001312927,0.004856606,0.7334821],"study_design_scores_gemma":[0.05302683,0.5326341,0.2077879,0.005710554,0.001244235,0.003503049,0.07607397,0.01398233,0.05388476,0.002538287,0.04903179,0.0005821849],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.985505,0.0001874168,0.00365061,0.0003320402,0.00006126736,0.0072615,0.000127241,0.0001411821,0.002733713],"genre_scores_gemma":[0.9554126,0.0004868662,0.02831157,0.0002887218,0.0000441162,0.01384066,0.0002096315,0.00003498833,0.001370858],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006952962,"threshold_uncertainty_score":0.03677118,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05065028262630467,"score_gpt":0.3811304359450663,"score_spread":0.3304801533187616,"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."}}