{"id":"W2803790913","doi":"10.1007/s11126-018-9584-5","title":"The Impact of Transcranial Direct Current Stimulation (tDCS) on Bipolar Depression, Mania, and Euthymia: a Systematic Review of Preliminary Data","year":2018,"lang":"en","type":"review","venue":"Psychiatric Quarterly","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":39,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Transcranial direct-current stimulation; Neurocognitive; Mania; Bipolar disorder; Mood; Neuromodulation; Psychology; Brain stimulation; Psychiatry; Depression (economics); Clinical psychology; Randomized controlled trial; Systematic review; Apathy; Medicine; Physical medicine and rehabilitation; Cognition; Neuroscience; MEDLINE; Stimulation; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00104008,0.0006644157,0.002771915,0.0003161161,0.000274642,0.00004856834,0.001269383,0.0001719235,0.0000211438],"category_scores_gemma":[0.0006600396,0.0003740185,0.0006894406,0.001038946,0.0002614291,0.0001589181,0.00006400431,0.0003568275,0.00002945202],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004214493,"about_ca_system_score_gemma":0.000190471,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003461045,"about_ca_topic_score_gemma":0.000003518216,"domain_scores_codex":[0.9941005,0.00141592,0.002326268,0.0009908435,0.0008149055,0.0003515711],"domain_scores_gemma":[0.9928955,0.0030204,0.00185917,0.001967246,0.0001483008,0.0001093242],"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":[0.0001167582,0.0002741656,0.00001281737,0.7576787,0.0001286653,0.000001188383,0.0002190527,0.000001184444,0.000004664894,0.00002989328,0.0008485116,0.2406843],"study_design_scores_gemma":[0.00169235,0.008255641,0.001074881,0.9436539,0.01234822,0.00008919374,0.0000220093,0.0007344648,7.656619e-7,0.0001812546,0.03092573,0.001021594],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00006896868,0.993158,0.0001644548,0.00002799357,0.0007230134,0.004889122,0.0007913405,0.00004825816,0.0001288235],"genre_scores_gemma":[0.003755768,0.9957172,0.00005276122,0.00001436241,0.0001982532,0.0001485146,0.00003644349,0.00006280815,0.00001390359],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2396627,"threshold_uncertainty_score":0.9998712,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07110643171876135,"score_gpt":0.3879156048018489,"score_spread":0.3168091730830876,"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."}}