{"id":"W3037740101","doi":"10.1093/scan/nsaa084","title":"Evidence-based umbrella review of cognitive effects of prefrontal tDCS","year":2020,"lang":"en","type":"review","venue":"Social Cognitive and Affective Neuroscience","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health","funders":"","keywords":"Psychology; Cognition; Prefrontal cortex; Cognitive psychology; Neuroscience","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"],"consensus_categories":[],"category_scores_codex":[0.0003335355,0.0006594834,0.002658842,0.0002074615,0.0003425484,0.00003294742,0.0003872064,0.0001817276,0.00001635794],"category_scores_gemma":[0.02655549,0.0005711343,0.0006828206,0.001828764,0.002625972,0.0002581737,0.000245533,0.0005223475,0.00001107997],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004412401,"about_ca_system_score_gemma":0.0005067025,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001073674,"about_ca_topic_score_gemma":0.000001061868,"domain_scores_codex":[0.994617,0.001938714,0.0007837304,0.001336348,0.0009097266,0.0004144718],"domain_scores_gemma":[0.9821114,0.01613337,0.001086721,0.0001280846,0.0003928291,0.0001476165],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001152016,0.0002345957,0.00001292121,0.1693652,0.00002881096,0.00006557654,0.0004494487,4.071345e-8,0.005673612,0.0001449694,0.00002460407,0.823885],"study_design_scores_gemma":[0.002491635,0.005021976,0.004347334,0.9564144,0.005531999,0.00003744274,0.0001072073,0.00002391839,0.009151589,0.0001166068,0.01527465,0.001481231],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002862572,0.99324,0.0008449428,0.00006058309,0.0003791771,0.004043743,0.0004877743,0.00005159578,0.0006059131],"genre_scores_gemma":[0.08791437,0.9106604,0.000007337751,0.001026018,0.00009553279,0.0002301636,0.000004404475,0.00004568013,0.00001607586],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8224038,"threshold_uncertainty_score":0.999674,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1665498066871645,"score_gpt":0.3957337079826445,"score_spread":0.2291839012954801,"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."}}