{"id":"W2985923507","doi":"10.1038/s41586-020-2314-9","title":"Variability in the analysis of a single neuroimaging dataset by many teams","year":2020,"lang":"en","type":"article","venue":"Nature","topic":"Functional Brain Connectivity Studies","field":"Neuroscience","cited_by":1194,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; Centre for Addiction and Mental Health; Montreal Neurological Institute and Hospital; University of Toronto; Concordia University; Baycrest Hospital; Health Sciences Centre","funders":"H2020 Marie Skłodowska-Curie Actions; National Institutes of Health; Max-Planck-Gesellschaft; Canada First Research Excellence Fund; Ministry of Education, India; Israel Science Foundation; National Institute of Biomedical Imaging and Bioengineering; Fonds Wetenschappelijk Onderzoek; China Postdoctoral Science Foundation; Marcus och Amalia Wallenbergs minnesfond; Vlaamse regering; Fonds De La Recherche Scientifique - FNRS; Austrian Science Fund; National Natural Science Foundation of China; Vetenskapsrådet; Vienna Science and Technology Fund; Health Canada; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Wellcome Trust; Tel Aviv University; Fondation Brain Canada; European Commission; Knut och Alice Wallenbergs Stiftelse; National Imaging Facility; National Institute of Mental Health; Universität Basel; McGill University; Deutsche Forschungsgemeinschaft; National Science Foundation","keywords":"Workflow; Flexibility (engineering); Computer science; Data science; Variation (astronomy); Pipeline (software); Data mining; Statistical power; Statistics; Mathematics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02605403495281827,"score_gpt":0.2790606773503163,"score_spread":0.253006642397498,"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."}}