{"id":"W1985712180","doi":"10.1017/s1478951514000674","title":"Hospice palliative care volunteers: The benefits for patients, family caregivers, and the volunteers","year":2014,"lang":"en","type":"article","venue":"Palliative & Supportive Care","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":66,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Allison University","funders":"","keywords":"Palliative care; Medicine; Family caregivers; Family medicine; Terminally ill; Hospice care; Nursing; Gerontology","routes":{"ca_aff":true,"ca_fund":false,"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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003578483,0.0006061604,0.001053449,0.0001241577,0.0004568943,0.00005186355,0.0004228381,0.0002129064,0.00003384342],"category_scores_gemma":[0.002430513,0.0003593406,0.0005306542,0.0003764228,0.001183383,0.0001625141,0.0001880796,0.0004370106,0.00001804248],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003584828,"about_ca_system_score_gemma":0.0002090728,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007241993,"about_ca_topic_score_gemma":0.0003783055,"domain_scores_codex":[0.9968095,0.000310269,0.0006819477,0.000783308,0.0007468766,0.0006680684],"domain_scores_gemma":[0.992793,0.001825316,0.0004927038,0.0006431856,0.004009472,0.0002362892],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002073113,0.0001007412,0.7049704,0.001197664,0.0008527756,0.000004150724,0.2682892,0.00004413005,0.00004332481,0.006417201,0.004928408,0.01107898],"study_design_scores_gemma":[0.01500167,0.002353187,0.4622115,0.001866397,0.001404522,6.12236e-7,0.4388608,0.0004264735,0.001555246,0.0002507284,0.07535607,0.0007127831],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9370294,0.04203765,0.002471006,0.002442846,0.0008618612,0.005630897,0.002196342,0.000129663,0.007200356],"genre_scores_gemma":[0.9934855,0.002459229,0.0009205049,0.00125742,0.000314779,0.0004570328,0.000731156,0.00007818692,0.0002962126],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2427588,"threshold_uncertainty_score":0.9998859,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04246526418240177,"score_gpt":0.3363923153622346,"score_spread":0.2939270511798328,"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."}}