{"id":"W4415313613","doi":"10.18502/aacc.v11i5.19937","title":"Neurorecovery and Cerebral Hemodynamics in Patients Undergoing Transcranial Direct Current Stimulation with Disorders of Consciousness (DoC): A Systematic Review","year":2025,"lang":"","type":"article","venue":"Archives of Anesthesia and Critical Care","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Transcranial direct-current stimulation; Vagus nerve stimulation; Persistent vegetative state; Minimally conscious state; Brain stimulation; Wakefulness; Consciousness; Neuromodulation; Electroencephalography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002672111,0.001190514,0.006257641,0.006242862,0.0004278928,0.001793529,0.00147697,0.00171722,0.003539092],"category_scores_gemma":[0.01304113,0.0006305769,0.005760058,0.007120074,0.0005756955,0.001276493,0.0008961931,0.0006840491,0.0002161797],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001606418,"about_ca_system_score_gemma":0.005109837,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005572496,"about_ca_topic_score_gemma":0.01359111,"domain_scores_codex":[0.9974335,0.0006100971,0.001176176,0.0002945312,0.0003958422,0.0000898996],"domain_scores_gemma":[0.9891341,0.00766012,0.002299971,0.0001376142,0.0006623019,0.0001058762],"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":[0.0002313293,0.00002789384,0.001355472,0.9537978,0.009488115,0.0001235361,0.0001475421,0.00007077437,0.0001322127,0.0001261112,0.0009043298,0.03359491],"study_design_scores_gemma":[0.0003619862,0.0004560527,0.01348289,0.8462451,0.1190114,0.00126851,0.0003981102,0.0001226466,0.0002408158,0.0002957011,0.01805568,0.00006115483],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001485853,0.9978006,0.00006676108,0.0000796793,0.00003610321,0.0001121061,0.0002605192,0.000003495293,0.0001549076],"genre_scores_gemma":[0.01986666,0.9787216,0.0003133719,0.0003185868,0.00007574463,0.0003564652,0.0002632572,0.000003269306,0.00008103198],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006257641,"threshold_uncertainty_score":0.01413161,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007594710732816651,"score_gpt":0.257240668941292,"score_spread":0.2496459582084754,"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."}}