{"id":"W3041727563","doi":"10.1200/op.20.00096","title":"Association Between Music Therapy Techniques and Patient-Reported Moderate to Severe Fatigue in Hospitalized Adults With Cancer","year":2020,"lang":"en","type":"article","venue":"JCO Oncology Practice","topic":"Music Therapy and Health","field":"Psychology","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Cancer Institute","keywords":"Music therapy; Medicine; Cancer-related fatigue; Cancer; Physical therapy; Internal medicine","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":[0.000467458,0.0001764955,0.0004078531,0.00007878872,0.00009410531,0.00002318217,0.00009455474,0.0003187941,0.000546004],"category_scores_gemma":[0.0001912586,0.0001544169,0.00002271836,0.0003289753,0.00002639702,0.000270186,0.00003003221,0.0004880221,0.00001606667],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002932118,"about_ca_system_score_gemma":0.0002082832,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002577438,"about_ca_topic_score_gemma":0.0007461752,"domain_scores_codex":[0.9979352,0.0006843806,0.0004074902,0.0004634931,0.0001772647,0.0003321456],"domain_scores_gemma":[0.9982069,0.0006524794,0.0006222035,0.0001798333,0.0001708184,0.0001677716],"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":[0.02456682,0.0007303491,0.2029494,0.00003923541,0.001005004,0.0004224084,0.1403252,0.00002007695,0.0001302117,0.0003043805,0.03378616,0.5957208],"study_design_scores_gemma":[0.0116556,0.008727811,0.1684744,0.00009225385,0.0001612681,0.00006153253,0.005836186,0.0000320921,0.000251054,0.000146578,0.8039908,0.0005703539],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9230896,0.000344877,0.0001220916,0.06555324,0.0001932864,0.001313074,0.00002127757,0.0001205249,0.009242017],"genre_scores_gemma":[0.9657633,0.0005154014,0.002423697,0.03030309,0.0002729771,0.0005209089,0.00001593426,0.00003413037,0.000150601],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7702047,"threshold_uncertainty_score":0.6296938,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07521410198166945,"score_gpt":0.4000064987213786,"score_spread":0.3247923967397091,"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."}}