{"id":"W3211476475","doi":"10.1177/20597002211046459","title":"Biofeedback as an intervention for persistent post-concussive symptoms: A randomized feasibility trial","year":2021,"lang":"en","type":"article","venue":"Journal of Concussion","topic":"Psychosomatic Disorders and Their Treatments","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Biofeedback; Neurofeedback; Medicine; Randomized controlled trial; Physical therapy; Intervention (counseling); Heart rate; Physical medicine and rehabilitation; Heart rate variability; Electroencephalography; Psychiatry; Surgery; Blood pressure; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008421144,0.0001607155,0.000861432,0.0001060214,0.00006793891,0.00004239705,0.00008226803,0.0001102854,0.0003844419],"category_scores_gemma":[0.001160659,0.00009182238,0.001477441,0.00009415001,0.00007127837,0.0001972882,0.00001887734,0.000136863,0.00000945621],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001254496,"about_ca_system_score_gemma":0.0002973213,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008213999,"about_ca_topic_score_gemma":0.000002096329,"domain_scores_codex":[0.9981248,0.000316314,0.0008670354,0.0001920815,0.0003351393,0.0001646066],"domain_scores_gemma":[0.9978626,0.0002114081,0.0006793657,0.0002287301,0.0007809791,0.0002368699],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.974921,0.003321046,0.0003848502,0.0001493669,0.001293148,0.00009016766,0.001209691,9.754727e-7,0.00344609,0.0003064241,0.0003273077,0.01454996],"study_design_scores_gemma":[0.9779984,0.008989092,0.000636219,0.001633335,0.001079755,0.0004473603,0.002751565,0.0002097296,0.001863753,0.003512293,0.0007570977,0.0001213464],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9920958,0.0009837952,0.0007203703,0.002757049,0.001149284,0.001456551,0.00001048933,0.00001138942,0.0008152346],"genre_scores_gemma":[0.99722,0.0000848093,0.0007823355,0.0003916425,0.0002949087,0.00002878644,0.0000447993,0.00001792895,0.001134839],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01442862,"threshold_uncertainty_score":0.4209369,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02357739954428939,"score_gpt":0.3399706754191735,"score_spread":0.3163932758748841,"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."}}