{"id":"W4401477558","doi":"10.1016/j.mcpdig.2024.08.002","title":"Virtual Reality Videos for Symptom Management in Hospice and Palliative Care","year":2024,"lang":"en","type":"article","venue":"Mayo Clinic Proceedings Digital Health","topic":"Virtual Reality Applications and Impacts","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Center for Advancing Translational Sciences; National Institutes of Health","keywords":"Virtual reality; Palliative care; Hospice care; Nursing; Medicine; Augmented reality; Psychology; Computer science; Human–computer interaction","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005494367,0.0001739495,0.0002531092,0.0001502946,0.0001189818,0.000826875,0.0003925895,0.00006786864,0.000001468824],"category_scores_gemma":[0.0001002567,0.0001617371,0.00006124268,0.0005646225,0.00005718,0.001097149,0.0002666168,0.000167323,0.00002818865],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002735796,"about_ca_system_score_gemma":0.0001690128,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004927779,"about_ca_topic_score_gemma":0.00001661808,"domain_scores_codex":[0.9981353,0.000006860143,0.0005086632,0.0006913579,0.0002270381,0.0004308126],"domain_scores_gemma":[0.9991742,0.0002031818,0.0001099469,0.0001862071,0.00009536275,0.0002310586],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001970446,0.00008669238,0.0008204787,0.0009754928,0.00002415167,0.000001977717,0.006892363,0.000001121925,7.179472e-7,0.322476,0.00359725,0.665104],"study_design_scores_gemma":[0.004196797,0.007492536,0.1640396,0.003536692,0.00004932971,0.00002350138,0.02536333,0.0692358,0.00007904888,0.2263687,0.4975905,0.002024175],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.349573,0.005390999,0.5030437,0.06134864,0.00140484,0.01027616,0.0008352341,0.002072988,0.0660545],"genre_scores_gemma":[0.9959472,0.0004203136,0.001896225,0.0009790226,0.00005801612,0.0002034172,0.00002061276,0.00001567456,0.0004595149],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6630799,"threshold_uncertainty_score":0.7973575,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05150807240217714,"score_gpt":0.3776637456078916,"score_spread":0.3261556732057144,"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."}}