{"id":"W3105519397","doi":"10.1016/j.clinph.2020.10.017","title":"Individual alpha frequency proximity associated with repetitive transcranial magnetic stimulation outcome: An independent replication study from the ICON-DB consortium","year":2020,"lang":"en","type":"article","venue":"Clinical Neurophysiology","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":73,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; University of Toronto; Centre for Addiction and Mental Health","funders":"National Institute of Mental Health; National Health and Medical Research Council; CHDI Foundation; Temerty Family Foundation; Vancouver Coastal Health Research Institute; Campbell Institute; MagVenture; Michael Smith Health Research BC; National Institutes of Health; Sage Therapeutics; Fondation Brain Canada; Canadian Institutes of Health Research; Centre for Addiction and Mental Health Foundation; BrainsWay; U.S. Department of Defense","keywords":"Transcranial magnetic stimulation; Psychology; Dorsolateral prefrontal cortex; Audiology; Stimulation; Alpha (finance); Correlation; Medicine; Neuroscience; Prefrontal cortex; Clinical psychology; Cognition; Mathematics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.007353052,0.0007764928,0.0006367562,0.0007102171,0.0007963796,0.0007319856,0.0008760723,0.0006871668,0.001661293],"category_scores_gemma":[0.01341508,0.0002720166,0.0006171198,0.0006398378,0.0007238963,0.0003192158,0.0008363557,0.0005630181,0.0007608396],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006753908,"about_ca_system_score_gemma":0.0007520223,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007302488,"about_ca_topic_score_gemma":0.01109642,"domain_scores_codex":[0.9959219,0.002065535,0.0003589103,0.000658238,0.0007161793,0.00027936],"domain_scores_gemma":[0.9868743,0.00259624,0.002424933,0.005049231,0.002348536,0.0007067943],"domain_codex":null,"domain_gemma":"reproducibility","domain_candidate":"reproducibility","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01211952,0.003465581,0.9068162,0.0003364462,0.001881687,0.0007364228,0.003894265,0.0004091148,0.02727746,0.0002188692,0.002348094,0.04049637],"study_design_scores_gemma":[0.0006931184,0.002127976,0.9922401,0.00003494992,0.0003631096,0.0006803066,0.0003606143,0.000139666,0.00157724,0.00006306092,0.001699373,0.00002043257],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967008,0.0001790697,0.001031806,0.00003483706,0.00002417413,0.0003927998,0.0006224543,0.00001594356,0.0009981807],"genre_scores_gemma":[0.9954435,0.00007501284,0.001038581,0.00008199326,0.00002634665,0.0006812082,0.001924897,0.00003147014,0.000697093],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9926469,"threshold_uncertainty_score":0.03888714,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1624220372692083,"score_gpt":0.3697039504425744,"score_spread":0.2072819131733661,"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."}}