{"id":"W3111289686","doi":"10.1016/j.clinph.2020.11.025","title":"Systematic review of biological markers of therapeutic repetitive transcranial magnetic stimulation in neurological and psychiatric disorders","year":2020,"lang":"en","type":"review","venue":"Clinical Neurophysiology","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":32,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Health Network; Centre for Addiction and Mental Health; University of Toronto","funders":"","keywords":"Transcranial magnetic stimulation; Depression (economics); PsycINFO; Major depressive disorder; Psychiatry; Medicine; Chronic pain; Stroke (engine); Neuropsychiatry; Psychology; Physical medicine and rehabilitation; Neuroscience; Clinical psychology; MEDLINE; Stimulation; Cognition","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":[0.0004509028,0.0005700205,0.005849607,0.000206008,0.00004369051,0.000005766347,0.0005500885,0.0004603193,0.00009137046],"category_scores_gemma":[0.008912512,0.0003961487,0.0009832951,0.001055537,0.001325985,0.00003478532,0.0001395911,0.0008277669,0.00001643935],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006629067,"about_ca_system_score_gemma":0.00008585165,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000286084,"about_ca_topic_score_gemma":7.438639e-7,"domain_scores_codex":[0.9879635,0.006274066,0.003873647,0.001285946,0.0002751145,0.0003277045],"domain_scores_gemma":[0.9828744,0.0152053,0.001267367,0.0004844343,0.0000556618,0.000112853],"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":[0.0006413038,0.0006183018,0.0001261098,0.8578923,0.00006041846,0.00004331967,0.00002280455,0.000007288703,0.0002308449,0.0005520972,0.000006252274,0.1397989],"study_design_scores_gemma":[0.009122263,0.07688481,0.119282,0.7397669,0.01601921,0.0002321088,0.00002559992,0.001876458,0.000002098191,0.005802017,0.0271619,0.003824603],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001896553,0.9934955,0.00003258391,0.0002386866,0.0004010778,0.003738931,0.0000700887,0.00004459925,0.00008202757],"genre_scores_gemma":[0.02109485,0.9776324,0.00006734874,0.000975172,0.00005895741,0.0001199632,0.000006264721,0.00004158817,0.000003460644],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1359743,"threshold_uncertainty_score":0.999849,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09080814271998523,"score_gpt":0.3814291963339855,"score_spread":0.2906210536140003,"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."}}