{"id":"W3111634148","doi":"10.1093/geroni/igaa057.1217","title":"Hum Along With the Silent Disco Headphones: Lessons Learned in Implementing the Headphone Program in a Hospital Unit","year":2020,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Music Therapy and Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Headphones; Unit (ring theory); Thematic analysis; Applied psychology; Dementia; Psychology; Multimedia; Medicine; Medical education; Computer science; Engineering; Qualitative research; Mathematics education; Sociology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01333779,0.0009880211,0.0007428614,0.000854548,0.005674383,0.003203302,0.003667742,0.00230831,0.002010973],"category_scores_gemma":[0.01953124,0.0005312093,0.0006817208,0.0006187983,0.004150047,0.003904736,0.005480743,0.003625037,0.000362554],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002767196,"about_ca_system_score_gemma":0.007958121,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004428077,"about_ca_topic_score_gemma":0.01255463,"domain_scores_codex":[0.989913,0.007351201,0.0002768815,0.0003605454,0.0006608882,0.001437503],"domain_scores_gemma":[0.9856935,0.008229109,0.0006014113,0.0006249478,0.001193349,0.003657734],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002344067,0.004668735,0.01022111,0.002785878,0.00005582316,0.006076728,0.6394996,0.0008827453,0.00547876,0.001793472,0.008991329,0.3193115],"study_design_scores_gemma":[0.0001095105,0.003744562,0.01513327,0.002027016,0.00008985164,0.001870107,0.9200771,0.001080855,0.003977913,0.002069768,0.04967435,0.0001456667],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9507084,0.001859835,0.01384521,0.020513,0.0007269606,0.001585116,0.00006682424,0.0003405729,0.01035412],"genre_scores_gemma":[0.948547,0.003138946,0.03918174,0.004361782,0.0002784395,0.001044442,0.00005460101,0.00009130319,0.003301857],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01333779,"threshold_uncertainty_score":0.07053781,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1041534842808338,"score_gpt":0.4184256070927612,"score_spread":0.3142721228119275,"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."}}