{"id":"W3116951094","doi":"10.1101/2020.12.23.20248579","title":"A Checklist for Assessing the Methodological Quality of Concurrent tES-fMRI Studies (ContES Checklist): A Consensus Study and Statement","year":2020,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo; Centre for Addiction and Mental Health","funders":"National Institute of General Medical Sciences; National Institute on Drug Abuse; National Institute of Mental Health; Centro de Ciências Matemáticas Aplicadas à Indústria; Biotechnology and Biological Sciences Research Council; Medical Research Council; National Institutes of Health; Fondation Médicale Reine Elisabeth; National Institute for Health and Care Research; Boehringer Ingelheim Stiftung; Ministry of Science and Technology, Taiwan; Max-Planck-Gesellschaft; Division of Mathematical Sciences; European Commission; Niedersächsisches Ministerium für Wissenschaft und Kultur; Fonds Wetenschappelijk Onderzoek; Universidade de São Paulo; Fundação de Amparo à Pesquisa do Estado de São Paulo; Jacobs Foundation; Deutsche Forschungsgemeinschaft; Vlaamse regering; University of Oxford; Laureate Institute for Brain Research, University of Tulsa; Ministero della Salute; Chongqing Science and Technology Commission; Bundesministerium für Bildung und Forschung; Queen Elisabeth Medical Foundation; Fundação para a Ciência e a Tecnologia; National Alliance for Research on Schizophrenia and Depression; National Institute of Neurological Disorders and Stroke; Oklahoma Center for the Advancement of Science and Technology; Johns Hopkins University","keywords":"Checklist; Psychology; Delphi; Medicine; Computer science; Cognitive psychology","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":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.4283751,0.004484115,0.006551019,0.02440936,0.006325405,0.007347402,0.008621284,0.008497396,0.00766573],"category_scores_gemma":[0.5668374,0.004054673,0.01310526,0.01008982,0.006750637,0.006970958,0.01258844,0.0092391,0.002887415],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01156807,"about_ca_system_score_gemma":0.0607018,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003302553,"about_ca_topic_score_gemma":0.004839529,"domain_scores_codex":[0.4521517,0.2533705,0.2464475,0.007465877,0.03544531,0.005119076],"domain_scores_gemma":[0.2209911,0.4171827,0.06689145,0.03087961,0.2557634,0.008291723],"domain_codex":null,"domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.002817291,0.0009431246,0.0199427,0.1921424,0.002790327,0.00203299,0.03821498,0.005035263,0.009350643,0.02472313,0.2380265,0.4639806],"study_design_scores_gemma":[0.006424336,0.002707434,0.03469491,0.308474,0.003940874,0.003955681,0.03229886,0.01834393,0.009837052,0.05105935,0.5259926,0.002270878],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"methods","genre_scores_codex":[0.02692653,0.01815714,0.3422932,0.04719489,0.009561131,0.5226482,0.01580531,0.003876548,0.01353707],"genre_scores_gemma":[0.02412191,0.00333562,0.542551,0.003991944,0.0006120611,0.4189601,0.005074827,0.0002742744,0.001078285],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.5716249,"threshold_uncertainty_score":0.7049153,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5871636222642009,"score_gpt":0.5297321207884975,"score_spread":0.05743150147570342,"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."}}