{"id":"W4213446436","doi":"10.2196/preprints.37282","title":"The Effect of Transcranial Alternating Current Stimulation With Cognitive Training on Executive Brain Function in Individuals With Dementia: Protocol for a Crossover Randomized Controlled Trial (Preprint)","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Hemispheric Asymmetry in Neuroscience","field":"Neuroscience","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dementia; Transcranial direct-current stimulation; Psychology; Randomized controlled trial; Cognition; Mood; Verbal fluency test; Audiology; Wechsler Memory Scale; Crossover study; Cognitive decline; Wechsler Adult Intelligence Scale; Cognitive training; Physical medicine and rehabilitation; Psychiatry; Medicine; Neuropsychology; Neuroscience; Stimulation; Placebo; Disease; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.007088363,0.0006418314,0.001992252,0.0002001204,0.0005750174,0.0002663718,0.0006313781,0.000173054,0.00007401161],"category_scores_gemma":[0.01167628,0.000350893,0.0004776836,0.0005332436,0.0006058285,0.0001833772,0.0002457944,0.001476074,5.514523e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001560551,"about_ca_system_score_gemma":0.0004800068,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002584082,"about_ca_topic_score_gemma":0.00001542734,"domain_scores_codex":[0.9908254,0.003946477,0.0014591,0.001497207,0.001690913,0.0005809286],"domain_scores_gemma":[0.9653991,0.0320867,0.001906682,0.0003937555,0.0001306635,0.00008313065],"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":[0.9601877,0.000290935,0.0002196931,0.0001815288,0.0001563954,0.000004021977,0.001478137,0.03096729,0.001487953,0.0002768236,0.000007061201,0.004742418],"study_design_scores_gemma":[0.9443313,0.007249869,0.00009058381,0.0006799941,0.0003034911,0.000002801056,0.0002212029,0.03235675,0.01408162,0.0002298589,0.00006797773,0.000384565],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"empirical","genre_scores_codex":[0.4266461,0.000002703655,0.04938401,0.00008425721,0.0005002951,0.52193,0.00005773313,0.00007451267,0.001320372],"genre_scores_gemma":[0.5395268,8.277651e-7,0.0001111205,0.00006826075,0.00005957015,0.460145,0.00000484618,0.00003456992,0.00004906772],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.1128807,"threshold_uncertainty_score":0.9998943,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0375713776527448,"score_gpt":0.3566329142740833,"score_spread":0.3190615366213385,"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."}}