{"id":"W3124688799","doi":"10.3390/healthcare9010099","title":"The Expanding Scope, Inclusivity, and Integration of Music in Healthcare: Recent Developments, Research Illustration, and Future Direction","year":2021,"lang":"en","type":"article","venue":"Healthcare","topic":"Music Therapy and Health","field":"Psychology","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Wilfrid Laurier University","funders":"Ontario Trillium Foundation","keywords":"Scope (computer science); Health care; Healthcare system; Engineering ethics; Data science; Sociology; Psychology; Computer science; Political science; Engineering","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.01130586,0.0006298609,0.0008770106,0.003081854,0.001955544,0.01128814,0.00164066,0.005444718,0.004419765],"category_scores_gemma":[0.007078771,0.0004567918,0.0005336626,0.006500961,0.01437627,0.01716584,0.004333699,0.004794571,0.0006118063],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004673169,"about_ca_system_score_gemma":0.007952829,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004439165,"about_ca_topic_score_gemma":0.006513545,"domain_scores_codex":[0.9963382,0.00173303,0.0003459286,0.0005548292,0.0006735208,0.0003543125],"domain_scores_gemma":[0.9677643,0.02648365,0.001497893,0.0009272386,0.002019484,0.001307398],"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":[0.0001863725,0.0002818486,0.005326848,0.008129887,0.00004964141,0.0003018363,0.01238126,0.0003703743,0.0009848099,0.1848481,0.008815958,0.778323],"study_design_scores_gemma":[0.00007745087,0.001311507,0.03205111,0.02756845,0.000142913,0.004652043,0.08873585,0.001529932,0.001666444,0.1531691,0.688823,0.000272329],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.008482731,0.9062817,0.002078794,0.06447992,0.001357837,0.00002724895,0.00003276073,0.00002738964,0.01723165],"genre_scores_gemma":[0.115763,0.8617941,0.005129362,0.01052943,0.004915719,0.00007219081,0.00004396503,0.00001944363,0.001732758],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01130586,"threshold_uncertainty_score":0.0597918,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.158838662889846,"score_gpt":0.4503353333325321,"score_spread":0.2914966704426861,"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."}}