{"id":"W4393669119","doi":"10.56883/aijmt.2021.139","title":"Bruscia’s clinical techniques for improvisational music therapy in autism research: A scoping review","year":2020,"lang":"en","type":"review","venue":"Approaches An Interdisciplinary Journal of Music Therapy","topic":"Autism Spectrum Disorder Research","field":"Neuroscience","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Wilfrid Laurier University; Grand River Hospital","funders":"","keywords":"Music therapy; Improvisation; Autism; Psychology; Psychotherapist; Developmental psychology; Art; Visual arts","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"],"consensus_categories":[],"category_scores_codex":[0.01175826,0.0008836852,0.004061117,0.001352173,0.0005622834,0.0002882905,0.003425287,0.0006100718,0.00035057],"category_scores_gemma":[0.0007286722,0.000655267,0.00204384,0.001857121,0.0009144985,0.0008455958,0.001165539,0.004276728,0.00002968259],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004671873,"about_ca_system_score_gemma":0.003298246,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008516726,"about_ca_topic_score_gemma":0.00003262972,"domain_scores_codex":[0.9861521,0.005375543,0.004080619,0.001560276,0.001687104,0.001144393],"domain_scores_gemma":[0.9927899,0.003282309,0.002289429,0.001032012,0.0001231292,0.0004832194],"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":[0.0004270556,0.0009824263,0.000002579887,0.01246216,0.000100442,0.0001519714,0.001282047,3.354408e-7,0.00001768018,0.002157839,0.001313119,0.9811023],"study_design_scores_gemma":[0.003525231,0.01571162,0.00004634946,0.375727,0.0001676029,0.001544659,0.0004181775,0.0001924699,0.000107011,0.03824862,0.562501,0.001810267],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001964372,0.9834461,0.0005088657,0.005676981,0.0004729082,0.00924802,0.00005282126,0.00007277456,0.0003251001],"genre_scores_gemma":[0.000607557,0.9944958,0.001518281,0.0007410737,0.00118936,0.001127461,0.0000250089,0.0002484705,0.00004697512],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9792921,"threshold_uncertainty_score":0.9995899,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6108846915382115,"score_gpt":0.5395674557037775,"score_spread":0.07131723583443395,"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."}}