{"id":"W2736124417","doi":"10.11124/jbisrir-2016-003118","title":"Effectiveness of neurofeedback therapy for anxiety and stress in adults living with a chronic illness: a systematic review protocol","year":2017,"lang":"en","type":"review","venue":"The JBI Database of Systematic Reviews and Implementation Reports","topic":"Anxiety, Depression, Psychometrics, Treatment, Cognitive Processes","field":"Psychology","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; Centre for Excellence in Mining Innovation; Trent University","funders":"","keywords":"Neurofeedback; Anxiety; Medicine; Population; Clinical psychology; Protocol (science); Psychology; Psychiatry; Alternative medicine; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.01099463,0.0007810975,0.006852701,0.000327519,0.0001819214,0.00007094259,0.000426104,0.0001190261,0.00005972969],"category_scores_gemma":[0.002022717,0.0003841689,0.0004017653,0.000543619,0.0001650635,0.0003094884,0.0001540405,0.0001884801,0.000002320782],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008271547,"about_ca_system_score_gemma":0.0002106631,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001966931,"about_ca_topic_score_gemma":0.00006111337,"domain_scores_codex":[0.9887269,0.004648382,0.004848647,0.0009549708,0.0004745485,0.0003465834],"domain_scores_gemma":[0.9811479,0.002953791,0.01330893,0.002082906,0.0004184854,0.00008792694],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00003774643,0.0001781839,0.0005349375,0.9230375,0.0005112666,0.000007318987,0.0003790912,1.27808e-8,3.702012e-7,0.00002514977,0.00008789323,0.07520052],"study_design_scores_gemma":[0.001116394,0.0003891801,0.0002381179,0.9789209,0.00321976,0.000466962,0.0004091599,7.05149e-7,0.000003419404,0.000009249604,0.01486055,0.0003656469],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00002172834,0.6447805,0.0001720706,0.000003011356,0.000106001,0.3545505,0.0003332988,0.000008273289,0.00002466543],"genre_scores_gemma":[0.000147494,0.5997314,0.00005160215,0.00000781284,0.00002663034,0.3997791,0.0001923124,0.00004789959,0.0000158105],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.07483488,"threshold_uncertainty_score":0.999861,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0868623609199734,"score_gpt":0.4618198217291281,"score_spread":0.3749574608091547,"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."}}