{"id":"W2923422338","doi":"10.1177/1359457519834533","title":"The MusiQual treatment manual for music therapy in a palliative care inpatient setting","year":2019,"lang":"en","type":"article","venue":"British Journal of Music Therapy","topic":"Music Therapy and Health","field":"Psychology","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Queen's University; Public Health Agency; Queen's University Belfast","keywords":"Music therapy; Medicine; Palliative care; Psychological intervention; Fidelity; Scope (computer science); Quality of life (healthcare); Psychotherapist; Physical therapy; Nursing; Psychology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001052718,0.0002953451,0.0005764177,0.0001519228,0.000326788,0.0001183555,0.0004295407,0.0001808748,0.001269807],"category_scores_gemma":[0.00002068866,0.000227469,0.0003768355,0.0002126309,0.00009054627,0.0001316211,0.00001711587,0.0004561866,0.00002096696],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003377881,"about_ca_system_score_gemma":0.0002234415,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006051198,"about_ca_topic_score_gemma":0.001556488,"domain_scores_codex":[0.9971074,0.0005392767,0.0009680531,0.0003593544,0.0003586538,0.0006672759],"domain_scores_gemma":[0.9977435,0.0007204247,0.0007719087,0.0003354211,0.00029194,0.0001367431],"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":[0.002885572,0.0005206735,0.004154708,0.00001407259,0.0002909422,0.0000920803,0.06967887,0.00002161149,0.0001996317,0.0006247095,0.003173331,0.9183438],"study_design_scores_gemma":[0.05236166,0.01991145,0.3627965,0.000652342,0.0000366108,0.0005222583,0.06109921,0.00003450016,0.0003445418,0.002792924,0.4985557,0.0008922372],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9687153,0.02496572,0.00008866391,0.0006581706,0.002828534,0.001781272,0.00006416223,0.00002018272,0.0008780377],"genre_scores_gemma":[0.9876961,0.007185959,0.0002635324,0.003045046,0.001107991,0.0001631129,0.00001482763,0.0000688502,0.000454615],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9174516,"threshold_uncertainty_score":0.9996431,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05665510875349536,"score_gpt":0.356061339676487,"score_spread":0.2994062309229916,"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."}}