{"id":"W4321487178","doi":"10.1016/j.brs.2023.02.009","title":"TMS combined with EEG: Recommendations and open issues for data collection and analysis","year":2023,"lang":"en","type":"review","venue":"Brain stimulation","topic":"Functional Brain Connectivity Studies","field":"Neuroscience","cited_by":235,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health; Simon Fraser University","funders":"H. Lundbeck A/S; Lundbeckfonden; Academy of Finland","keywords":"Electroencephalography; Psychology; Computer science; Data science; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03387066,0.00184358,0.00455664,0.007078365,0.0007845097,0.003797539,0.005209489,0.00628969,0.007642344],"category_scores_gemma":[0.06212953,0.001260686,0.003048209,0.006002295,0.002849267,0.007891559,0.002575454,0.007001968,0.01170244],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002290686,"about_ca_system_score_gemma":0.01189451,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004320013,"about_ca_topic_score_gemma":0.00595013,"domain_scores_codex":[0.98471,0.006524858,0.004006509,0.0009240494,0.00350663,0.0003279166],"domain_scores_gemma":[0.9309393,0.04067685,0.003943081,0.003185372,0.02006475,0.001190647],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001401669,0.00009290567,0.0003239191,0.05111293,0.0001897578,0.0003400687,0.0003178501,0.000268701,0.001258042,0.009691228,0.1529242,0.7833403],"study_design_scores_gemma":[0.0000505829,0.00006515228,0.0009348422,0.05102267,0.000234989,0.0007018673,0.0001922033,0.0001471786,0.0004138155,0.01112501,0.9350497,0.00006200797],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002077169,0.9452268,0.008831332,0.03292606,0.006244532,0.0006223453,0.000968502,0.0002395817,0.004733233],"genre_scores_gemma":[0.001215641,0.9447402,0.03385257,0.01024622,0.003728195,0.001696591,0.001583691,0.000141702,0.00279522],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.03387066,"threshold_uncertainty_score":0.1791273,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3382479576041674,"score_gpt":0.4581481466398011,"score_spread":0.1199001890356337,"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."}}