{"id":"W2156824866","doi":"10.1177/1534735415572886","title":"A Systematic Review of the Safety and Effect of Neurofeedback on Fatigue and Cognition","year":2015,"lang":"en","type":"review","venue":"Integrative Cancer Therapies","topic":"Cancer-related cognitive impairment studies","field":"Medicine","cited_by":68,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Neurofeedback; Cognition; Psychology; Physical medicine and rehabilitation; Cognitive psychology; Medicine; Clinical psychology; Applied psychology; 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":[0.0138306,0.001872131,0.01040199,0.01058405,0.0009737043,0.002983056,0.002333548,0.002513812,0.005093053],"category_scores_gemma":[0.06446514,0.001209042,0.008980135,0.009237454,0.001201672,0.00254447,0.00157267,0.001446383,0.0004114704],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005799334,"about_ca_system_score_gemma":0.01988635,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009134221,"about_ca_topic_score_gemma":0.0256673,"domain_scores_codex":[0.9848588,0.005744742,0.005348426,0.000814211,0.002914554,0.0003191855],"domain_scores_gemma":[0.9577077,0.02789081,0.008792409,0.0005632153,0.004650057,0.0003957642],"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":[0.0001805835,0.00001303753,0.0002875118,0.9736345,0.006221577,0.00007934462,0.0001767101,0.00006444394,0.0001133676,0.0001096761,0.0006347037,0.01848459],"study_design_scores_gemma":[0.0003068127,0.0003219882,0.002313899,0.9249693,0.06120146,0.0002832476,0.0002511377,0.00008354614,0.0001762245,0.0002033654,0.009857807,0.00003133966],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001506408,0.9959757,0.0002252034,0.0003185067,0.0001544595,0.0009587675,0.0004604929,0.00001077326,0.0003898464],"genre_scores_gemma":[0.02199171,0.9738565,0.001064009,0.0006496187,0.0001175335,0.0018587,0.000273205,0.00000766481,0.0001810888],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0138306,"threshold_uncertainty_score":0.07314408,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04435277889509837,"score_gpt":0.3840848749129649,"score_spread":0.3397320960178665,"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."}}