{"id":"W2603732314","doi":"10.1093/brain/awx033","title":"Neurofeedback or neuroplacebo?","year":2017,"lang":"en","type":"letter","venue":"Brain","topic":"Functional Brain Connectivity Studies","field":"Neuroscience","cited_by":130,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Jewish General Hospital","funders":"","keywords":"Neurofeedback; Psychology; Neuroscience; 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":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002269716,0.0005271507,0.0005132684,0.0002069168,0.0007461483,0.0004827693,0.001606166,0.0004540258,0.0005434414],"category_scores_gemma":[0.07172015,0.0004354378,0.0002183264,0.0001698235,0.0004341168,0.0003435223,0.0008475625,0.002188527,0.002098445],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006581092,"about_ca_system_score_gemma":0.0002095449,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003147534,"about_ca_topic_score_gemma":0.00002404082,"domain_scores_codex":[0.9963048,0.0005516583,0.0002736702,0.001456059,0.000738106,0.0006757535],"domain_scores_gemma":[0.9781366,0.01994459,0.0003449045,0.001455695,0.00005207871,0.00006611396],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005667132,0.00001665203,0.00001240408,0.00007998588,0.00001141725,0.004640105,0.0000215573,0.000003336003,0.001433907,0.0000493391,0.9930059,0.0006687004],"study_design_scores_gemma":[0.0003519416,0.0001339476,0.0002148366,0.00004718901,0.00001676373,0.000352498,0.000001414173,0.00003135395,0.00125906,0.0003974115,0.9967199,0.0004736744],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0002564876,0.00001876054,0.00002403358,0.9653665,0.004165651,0.0004990586,0.0001506409,0.0003049725,0.02921383],"genre_scores_gemma":[0.0004181247,0.00001835108,0.00001196254,0.7730872,0.00551483,0.00006934159,0.00001245556,0.0001136321,0.2207541],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1922794,"threshold_uncertainty_score":0.9998097,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09449843849348258,"score_gpt":0.3042858801548426,"score_spread":0.2097874416613601,"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."}}