{"id":"W7034983047","doi":"","title":"When healthcare leadership and philanthropy lead to an improved patient experience: The Paul Lepsoe Music Initiative","year":2022,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Artificial Immune Systems Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"General partnership; Music therapy; Intervention (counseling); Health care; Stakeholder; Psychological intervention","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006601101,0.0002715671,0.0004583185,0.000324319,0.0009027322,0.0005475709,0.001637696,0.00005555292,0.002222988],"category_scores_gemma":[0.00007660747,0.0002386424,0.00007335669,0.0007276816,0.0001444875,0.001163665,0.0008110463,0.0005335138,0.000008848237],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001981395,"about_ca_system_score_gemma":0.00007618858,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001619827,"about_ca_topic_score_gemma":0.0003964721,"domain_scores_codex":[0.9976068,0.0003626849,0.0007455088,0.0003802793,0.0004873438,0.0004174488],"domain_scores_gemma":[0.9984949,0.0001708688,0.0003182832,0.0006246752,0.0001640047,0.0002273327],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0003440792,0.0005370057,0.04352607,0.0004078599,0.0004441804,0.00004375236,0.184773,0.007729335,0.4929609,0.0004428658,0.0979563,0.1708346],"study_design_scores_gemma":[0.001707923,0.0004858899,0.3295741,0.0007864658,0.0001962024,0.0001792348,0.3028388,0.01439208,0.1470849,0.009558333,0.1894334,0.003762648],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9812518,0.01263564,0.0008699504,0.001880364,0.0007405389,0.00170133,0.0001530744,0.000125438,0.0006418558],"genre_scores_gemma":[0.9974634,0.0003636559,0.000116183,0.0008868075,0.0001211046,0.0009171337,0.00001611617,0.00007081159,0.00004476995],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3458761,"threshold_uncertainty_score":0.9986891,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4096110488914935,"score_gpt":0.516279777485861,"score_spread":0.1066687285943674,"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."}}