{"id":"W2911639238","doi":"10.1016/j.brs.2019.01.010","title":"Reproducibility in TMS–EEG studies: A call for data sharing, standard procedures and effective experimental control","year":2019,"lang":"en","type":"letter","venue":"Brain stimulation","topic":"EEG and Brain-Computer Interfaces","field":"Neuroscience","cited_by":152,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health","funders":"","keywords":"Scopus; Electroencephalography; Transcranial magnetic stimulation; Psychology; Neuroscience; MEDLINE; Chemistry","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":[0.001756465,0.0003639418,0.0006286426,0.0001574284,0.0001111426,0.0001536348,0.0006417293,0.0002896408,0.000006942641],"category_scores_gemma":[0.01088043,0.0003195157,0.00006041543,0.0001198844,0.0001522339,0.0003822488,0.0005266857,0.0005233021,0.000004247109],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002078603,"about_ca_system_score_gemma":0.00007509266,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002682324,"about_ca_topic_score_gemma":0.00002099733,"domain_scores_codex":[0.9948826,0.0002834862,0.0004833012,0.003627005,0.0003564754,0.0003671284],"domain_scores_gemma":[0.9935421,0.004039519,0.0002727964,0.002027958,0.00008950221,0.00002807455],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001082417,0.0001237872,0.004988327,0.00173466,0.00008869672,0.00003293459,0.003360903,0.001768601,0.02389689,0.00004702936,0.9610868,0.001789018],"study_design_scores_gemma":[0.02869662,0.005811291,0.02156668,0.003940316,0.0002804527,0.00008399996,0.0004081542,0.4337024,0.06289779,0.005186372,0.4334634,0.003962485],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.755927,0.002110923,0.005235866,0.2149114,0.002068646,0.01724963,0.002010736,0.0003166441,0.0001690776],"genre_scores_gemma":[0.87296,0.000005440012,0.0003864713,0.1246284,0.0008376196,0.0003062495,0.0002163002,0.00005582175,0.0006036649],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5276233,"threshold_uncertainty_score":0.9999257,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0893222786326837,"score_gpt":0.3877127903262313,"score_spread":0.2983905116935476,"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."}}