{"id":"W2056598596","doi":"10.5298/1081-5937-41.4.07","title":"Managing Traumatic Brain Injury: Appropriate Assessment and a Rationale for Using Neurofeedback and Biofeedback to Enhance Recovery in Postconcussion Syndrome","year":2013,"lang":"en","type":"article","venue":"Biofeedback","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"ADD Centre","funders":"","keywords":"Neurofeedback; Traumatic brain injury; Concussion; Biofeedback; Physical medicine and rehabilitation; Medicine; Electroencephalography; Neuropsychology; Rehabilitation; Brain activity and meditation; Psychology; Physical therapy; Poison control; Injury prevention; Psychiatry; Cognition; Medical emergency","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":[0.003340977,0.0009000997,0.0008073524,0.001536181,0.002099417,0.001783733,0.001510042,0.005917733,0.001441451],"category_scores_gemma":[0.005640101,0.000438031,0.0006273584,0.0004367884,0.002953829,0.002609199,0.001870023,0.006041314,0.0005526301],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001791854,"about_ca_system_score_gemma":0.004839513,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001235681,"about_ca_topic_score_gemma":0.004440925,"domain_scores_codex":[0.9987521,0.0005499354,0.0002066559,0.00009843861,0.0003139904,0.00007879265],"domain_scores_gemma":[0.9989446,0.0004556993,0.0001295921,0.00002366861,0.0002287704,0.0002177852],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005636716,0.003205812,0.02856399,0.004411391,0.0001490964,0.04822705,0.009765843,0.004354861,0.01514066,0.09170521,0.06315408,0.7307582],"study_design_scores_gemma":[0.001561443,0.006166153,0.07258851,0.02438829,0.00042618,0.1282018,0.04117316,0.02063317,0.008017674,0.2359053,0.4601302,0.0008082156],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.06212934,0.05664374,0.1192884,0.6891305,0.007088047,0.004698043,0.0001237952,0.0004794039,0.06041873],"genre_scores_gemma":[0.4479839,0.06557851,0.364065,0.09605445,0.01105363,0.00566304,0.0001287522,0.00009108424,0.009381629],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005917733,"threshold_uncertainty_score":0.01766896,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06530562485718797,"score_gpt":0.3824484182410791,"score_spread":0.3171427933838912,"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."}}