{"id":"W2951967024","doi":"10.3389/fneur.2019.00425","title":"10Kin1day: A Bottom-Up Neuroimaging Initiative","year":2019,"lang":"en","type":"article","venue":"Frontiers in Neurology","topic":"Functional Brain Connectivity Studies","field":"Neuroscience","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"Canadian Institutes of Health Research; National Institute of Biomedical Imaging and Bioengineering; Universiteit Utrecht; National Institute of Mental Health; National Center for Research Resources; Health and Medical Research Fund; Instituto de Salud Carlos III; Medical Research Council; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; McDonnell Center for Systems Neuroscience; National Institutes of Health; Western Sydney University; International Max Planck Research School for Advanced Methods in Process and Systems Engineering; Wellcome Trust; Meath Foundation; Deutsche Forschungsgemeinschaft; Science Foundation Ireland; Australian Schizophrenia Research Bank; Bundesamt für Gesundheit; European Commission; Velux Stiftung; National Institute for Health and Care Research; National Health and Medical Research Council; NIH Blueprint for Neuroscience Research; Russian Foundation for Basic Research","keywords":"Neuroimaging; Human Connectome Project; Connectome; Neuroscience; Event (particle physics); Top-down and bottom-up design; Data science; Psychology; Computer science; Functional connectivity; Cognitive science","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":[],"consensus_categories":[],"category_scores_codex":[0.03295742,0.001917814,0.001785432,0.00363336,0.004966654,0.01057876,0.005885113,0.003151396,0.04428704],"category_scores_gemma":[0.02422418,0.001821927,0.002007988,0.002119709,0.002167832,0.008559589,0.02888737,0.006950398,0.03068217],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003181393,"about_ca_system_score_gemma":0.01185565,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005612397,"about_ca_topic_score_gemma":0.0134225,"domain_scores_codex":[0.9889041,0.00261906,0.0003142442,0.002953185,0.003134098,0.002075316],"domain_scores_gemma":[0.9517576,0.005456632,0.001251511,0.006153817,0.01037756,0.02500279],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.001579288,0.0006674822,0.004654312,0.000566882,0.0001846567,0.0004308598,0.002606221,0.0007946938,0.02367651,0.0396935,0.8182545,0.1068911],"study_design_scores_gemma":[0.0002601505,0.0003612807,0.009209341,0.0002162373,0.00005391294,0.0002444452,0.001255982,0.002715395,0.0073189,0.02375484,0.9544746,0.0001350172],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0568039,0.004942678,0.5074333,0.1154619,0.01871849,0.006821302,0.07694396,0.04433123,0.1685433],"genre_scores_gemma":[0.08353484,0.001619886,0.6133521,0.01560904,0.005799789,0.01189133,0.1124258,0.01773927,0.1380278],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04428704,"threshold_uncertainty_score":0.1742976,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02544492147565962,"score_gpt":0.2475179669559603,"score_spread":0.2220730454803007,"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."}}