{"id":"W2893710070","doi":"10.15540/nr.5.3.85","title":"QEEG Guided Neurofeedback Treatment for Anxiety Symptoms","year":2018,"lang":"en","type":"article","venue":"NeuroRegulation","topic":"Attention Deficit Hyperactivity Disorder","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Anxiety; Neurofeedback; Clinical psychology; Rating scale; Psychology; Demographics; Population; Psychiatry; Medicine; Electroencephalography; Developmental psychology","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":[],"consensus_categories":[],"category_scores_codex":[0.00005396525,0.000147256,0.000183905,0.00007971724,0.0001197843,0.0000190711,0.0000365675,0.00007402557,0.0001770765],"category_scores_gemma":[0.00009352561,0.0001294005,0.0001326867,0.000160342,0.00006321062,0.00008861759,0.0000130515,0.00004303306,0.0001331233],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007153298,"about_ca_system_score_gemma":0.00004240474,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001101008,"about_ca_topic_score_gemma":0.00000810061,"domain_scores_codex":[0.9990601,0.00003184325,0.0002095205,0.0003221319,0.0001805307,0.0001958565],"domain_scores_gemma":[0.9992313,0.00004913611,0.0000882275,0.0003345719,0.0002205005,0.0000762967],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002113257,0.002132704,0.3527088,0.0001633609,0.0002761068,0.00001382241,0.001008893,0.000517444,0.2915573,0.003678927,0.01937058,0.3264588],"study_design_scores_gemma":[0.005253263,0.002089215,0.8781006,0.00002460712,0.000241991,0.0001070395,0.00005273055,0.02354591,0.007569018,0.0001934285,0.08260103,0.0002211668],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992943,0.00001315586,0.001459641,0.002510505,0.0003521998,0.0009154475,0.000008990875,0.00014601,0.00165104],"genre_scores_gemma":[0.9943553,0.000005622677,0.0006082626,0.0006434029,0.0004623485,0.00005889484,0.00008338919,0.000040641,0.003742176],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5253918,"threshold_uncertainty_score":0.52768,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07231615042016376,"score_gpt":0.362897557196951,"score_spread":0.2905814067767872,"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."}}