{"id":"W3013330292","doi":"10.3389/fmed.2020.00087","title":"Editorial: Music Therapy in Geriatrics","year":2020,"lang":"en","type":"editorial","venue":"Frontiers in Medicine","topic":"Music Therapy and Health","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Geriatrics; Music therapy; Medicine; Gerontology; Physical therapy; Psychiatry","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.001949637,0.0005477248,0.001833146,0.000841296,0.00005245215,0.00001407385,0.0008040471,0.00229438,0.002057047],"category_scores_gemma":[0.0007816718,0.0004785339,0.000105669,0.00105656,0.0002149878,0.00005558986,0.00004727742,0.003558629,0.00006775171],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004136795,"about_ca_system_score_gemma":0.0005465915,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00193047,"about_ca_topic_score_gemma":0.0002398176,"domain_scores_codex":[0.9953925,0.00057234,0.001120867,0.0009739362,0.001154268,0.0007860622],"domain_scores_gemma":[0.9978694,0.0006180095,0.0004300315,0.0007224609,0.000112727,0.0002473856],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001433101,0.0001284668,0.0006148953,0.0001007115,0.00008195868,0.0001104059,0.01021131,6.664633e-7,0.000002530545,0.00006115578,0.9685678,0.01868693],"study_design_scores_gemma":[0.007698131,0.0009112302,0.0003526403,0.0002203384,0.00002456594,5.013881e-7,0.0009645089,0.000003880096,1.762598e-7,0.001288575,0.9881607,0.0003747325],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00006572266,0.01493612,0.0002879245,0.002177549,0.9766638,0.0008159786,0.00005640883,0.00009106267,0.004905441],"genre_scores_gemma":[0.0000318993,0.007729182,0.0003860334,0.001522949,0.9883763,0.0001491504,0.0004276373,0.0001260286,0.001250788],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.01959285,"threshold_uncertainty_score":0.9997666,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02748145797847338,"score_gpt":0.3385979342477163,"score_spread":0.3111164762692429,"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."}}