{"id":"W4254503304","doi":"10.31234/osf.io/2xnmv","title":"Music improves social communication and brain connectivity outcomes in children with autism: A randomized controlled trial","year":2018,"lang":"en","type":"preprint","venue":"","topic":"Autism Spectrum Disorder Research","field":"Neuroscience","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; McGill University; International Laboratory for Brain, Music and Sound Research; Centre for Research on Brain Language and Music","funders":"","keywords":"Music therapy; Autism; Psychology; Context (archaeology); Intervention (counseling); Autism spectrum disorder; Functional magnetic resonance imaging; Randomized controlled trial; Resting state fMRI; Brain activity and meditation; Audiology; Developmental psychology; Medicine; Neuroscience; Psychiatry; Electroencephalography","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":[0.001210689,0.00118822,0.002739987,0.0006188647,0.0006492306,0.0009612693,0.0009395467,0.002266311,0.008403515],"category_scores_gemma":[0.002799653,0.0005119977,0.002425206,0.0004629953,0.0008207161,0.0007511732,0.000578423,0.002267087,0.000618329],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009077464,"about_ca_system_score_gemma":0.00104446,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002715569,"about_ca_topic_score_gemma":0.005345606,"domain_scores_codex":[0.9991757,0.000325896,0.0001170243,0.0001645088,0.0000974864,0.0001193856],"domain_scores_gemma":[0.9989558,0.0003766458,0.0002705589,0.0000561507,0.00006748284,0.0002732336],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9511681,0.01309305,0.001582534,0.003562189,0.003518034,0.0001051771,0.0001022744,0.0001548912,0.001102814,0.0001104122,0.0009578105,0.02454284],"study_design_scores_gemma":[0.9532224,0.03898109,0.005116449,0.0002697196,0.001443669,0.00002959672,0.00005176622,0.0001799922,0.0001824317,0.0001043679,0.0004043276,0.00001421421],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.979518,0.01060842,0.0003026747,0.0009159365,0.0007496016,0.004838408,0.001017829,0.0001372183,0.00191184],"genre_scores_gemma":[0.9756836,0.006301195,0.002127341,0.001176527,0.0006650412,0.0111684,0.0007463096,0.00001704772,0.002114406],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008403515,"threshold_uncertainty_score":0.02811253,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02722751204852322,"score_gpt":0.3136891074821663,"score_spread":0.2864615954336431,"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."}}