{"id":"W4405585385","doi":"10.1097/ncc.0000000000001441","title":"A Randomized Controlled Feasibility Study to Evaluate the Online Delivery of Storytelling Through Music With Oncology Nurses","year":2024,"lang":"en","type":"article","venue":"Cancer Nursing","topic":"Music Therapy and Health","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Child, Adolescent and Family Mental Health","funders":"","keywords":"Compassion fatigue; Medicine; Burnout; Compassion; Witness; Music therapy; Nursing; Guided imagery; Distress; Anxiety; Oncology; Clinical psychology; Physical therapy; Psychiatry","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002313693,0.0002146142,0.001290403,0.00009135027,0.0001599256,0.00002507713,0.0002024591,0.00007027956,0.001208253],"category_scores_gemma":[0.00004755152,0.0001184539,0.0002028077,0.0003367017,0.0003526651,0.00005954432,0.00001134068,0.0003415993,0.00001241982],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000465404,"about_ca_system_score_gemma":0.0005752198,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001098707,"about_ca_topic_score_gemma":0.001020863,"domain_scores_codex":[0.9965056,0.001790871,0.0006111871,0.0004791841,0.0002641382,0.0003489828],"domain_scores_gemma":[0.9976535,0.001514707,0.000145023,0.0004482114,0.0001651963,0.00007337688],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.5473799,0.002200902,0.0002596315,0.00007311581,0.001334613,0.00002770986,0.3493258,0.0005852068,0.0001792495,0.001828573,0.002125144,0.09468012],"study_design_scores_gemma":[0.8451247,0.004534842,0.003690074,0.002523969,0.003385244,0.00003097196,0.1261279,0.002359819,0.00008786965,0.003698543,0.007809384,0.0006267111],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9645683,0.01673894,0.001423644,0.002690631,0.006273565,0.005407439,0.00001807528,0.00008054759,0.002798845],"genre_scores_gemma":[0.9969407,0.0001046739,0.0001911681,0.001215074,0.0006257581,0.0004498919,0.0000027415,0.00003436126,0.0004355887],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2977448,"threshold_uncertainty_score":0.9997048,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1333025374598815,"score_gpt":0.4800513357939833,"score_spread":0.3467487983341018,"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."}}