{"id":"W3180814377","doi":"10.1016/j.yebeh.2021.108164","title":"Music in epilepsy: Predicting the effects of the unpredictable","year":2021,"lang":"en","type":"review","venue":"Epilepsy & Behavior","topic":"Neuroscience and Music Perception","field":"Neuroscience","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Rehabilitation Institute; University of Toronto; Ontario Brain Institute","funders":"","keywords":"Epilepsy; Medicine; Psychology; Neuroscience","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":[0.0008799864,0.0005624828,0.0004474037,0.0008244633,0.0002318654,0.001038202,0.0002808612,0.0006500178,0.002284935],"category_scores_gemma":[0.006578101,0.0001665328,0.0005605005,0.0005889716,0.0004019896,0.0007640113,0.000516574,0.0007586837,0.0006258302],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003836565,"about_ca_system_score_gemma":0.0003893725,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002926102,"about_ca_topic_score_gemma":0.005000716,"domain_scores_codex":[0.9995944,0.0001179013,0.00006530078,0.00006989882,0.0001140884,0.00003848079],"domain_scores_gemma":[0.9977624,0.0009499877,0.0007598067,0.00007656663,0.0002646964,0.0001865952],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001401654,0.0001491457,0.8286628,0.0008103643,0.0006326634,0.0009504174,0.0002680175,0.003533367,0.003671323,0.001098579,0.002600847,0.1562208],"study_design_scores_gemma":[0.00007713083,0.0009127915,0.9621689,0.0004580446,0.0006703355,0.002782972,0.0006176338,0.01444603,0.001391789,0.007929903,0.008473706,0.00007078233],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.8983254,0.05851156,0.01173329,0.006979791,0.0005075206,0.0001721861,0.002358873,0.0001339047,0.02127747],"genre_scores_gemma":[0.9830005,0.01182993,0.002745819,0.0004587896,0.0003665133,0.00003303257,0.0007034878,0.00001437358,0.0008476138],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.002926102,"threshold_uncertainty_score":0.007643878,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06102572029100083,"score_gpt":0.3265805781901827,"score_spread":0.2655548578991818,"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."}}