{"id":"W2955447087","doi":"10.1101/689398","title":"Linking alpha oscillations, attention and inhibitory control in adult ADHD with EEG neurofeedback","year":2019,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Attention Deficit Hyperactivity Disorder","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"National Center of Competence in Research Chemical Biology; Canton de Genève","keywords":"Neurofeedback; Alpha (finance); Electroencephalography; Sensorimotor rhythm; Alpha rhythm; Psychology; Audiology; Rhythm; Resting state fMRI; Neuroscience; Developmental psychology; Medicine; Internal medicine","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":[0.000214957,0.000344081,0.0003268409,0.0002423419,0.0001180718,0.0001622669,0.0001051861,0.0002186518,0.0007274945],"category_scores_gemma":[0.001064141,0.00006848593,0.00009877092,0.0001397818,0.0001228122,0.00008658646,0.0001770444,0.0002147018,0.00004604793],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001459682,"about_ca_system_score_gemma":0.0001114761,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001928852,"about_ca_topic_score_gemma":0.002565156,"domain_scores_codex":[0.9998968,0.00002856063,0.00001036493,0.00001958542,0.00002881133,0.00001590407],"domain_scores_gemma":[0.999708,0.0001073019,0.0000975522,0.0000144021,0.00003772165,0.00003494133],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0134966,0.002742677,0.4238516,0.0005587684,0.0003197055,0.001003804,0.00121131,0.001198501,0.359566,0.00007332806,0.0005520251,0.1954257],"study_design_scores_gemma":[0.00005625693,0.002341467,0.9904145,0.00001374378,0.00006823735,0.0003552094,0.0001203031,0.0007178404,0.005586542,0.00003859678,0.000281969,0.00000535729],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991997,0.000245608,0.0002714782,0.00002380197,0.000004158593,0.00001712732,0.00004244687,0.00001024036,0.000185375],"genre_scores_gemma":[0.9992673,0.0001251333,0.0003722975,0.0000138353,0.000008393789,0.00001864218,0.00006603959,0.000002131766,0.0001262167],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001928852,"threshold_uncertainty_score":0.003835261,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01596455771335803,"score_gpt":0.2452654601423393,"score_spread":0.2293009024289813,"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."}}