{"id":"W2527414567","doi":"10.1101/077974","title":"Multiresolution functional brain parcellation in an elderly population with no or mild cognitive impairment","year":2016,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Functional Brain Connectivity Studies","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hotchkiss Brain Institute; University of Calgary; Université de Montréal; Ontario Brain Institute; Institut Universitaire de Gériatrie de Montréal","funders":"National Institutes of Health; Genentech; IXICO; H. Lundbeck A/S; Servier; Eisai; National Institute on Aging; Fonds Québécois de la Recherche sur la Nature et les Technologies; National Institute of Biomedical Imaging and Bioengineering; Canadian Institutes of Health Research; U.S. Department of Defense; Eli Lilly and Company; Compute Canada; Northern California Institute for Research and Education; McGill University; Natural Sciences and Engineering Research Council of Canada; BioClinica; Biogen; Pfizer; Novartis Pharmaceuticals Corporation; Alzheimer's Society; University of Southern California; Alzheimer's Disease Neuroimaging Initiative; Meso Scale Diagnostics; Alzheimer's Association; Foundation for the National Institutes of Health","keywords":"Cognitive impairment; Prefrontal cortex; Population; Temporal lobe; Neuroscience; Neuroimaging; Striatum; Psychology; Cognition; Cartography; Audiology; Medicine; Geography","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":[0.0005363863,0.000446842,0.0004909681,0.001808962,0.0003164098,0.0005283743,0.0003410036,0.0004144173,0.002579066],"category_scores_gemma":[0.002367297,0.0001489558,0.0003837385,0.0009042826,0.0003064747,0.0003213722,0.0005733723,0.0002303547,0.0004395024],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002059434,"about_ca_system_score_gemma":0.0001413341,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006507983,"about_ca_topic_score_gemma":0.008054944,"domain_scores_codex":[0.999763,0.00003553535,0.00002086101,0.0001057152,0.00004290595,0.00003207246],"domain_scores_gemma":[0.9994405,0.0001781348,0.0001079879,0.0001374289,0.00008909668,0.00004687106],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004824741,0.0001871552,0.8434815,0.0002525472,0.00124166,0.002264113,0.003143221,0.005217573,0.04469045,0.0006892791,0.006086654,0.08792116],"study_design_scores_gemma":[0.000037196,0.0001504975,0.9923674,0.000007412804,0.0001182937,0.001272375,0.0003710448,0.002932766,0.001375971,0.0004885402,0.0008533705,0.00002507653],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961068,0.0001124207,0.001338543,0.00003603357,0.000003992223,0.00001561462,0.001911901,0.00007029343,0.0004042755],"genre_scores_gemma":[0.9957132,0.0000631592,0.001485806,0.00001478556,0.00001265089,0.00002794708,0.002445299,0.00002944917,0.0002077755],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006507983,"threshold_uncertainty_score":0.01294023,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03764616898756015,"score_gpt":0.2543355461009962,"score_spread":0.2166893771134361,"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."}}