{"id":"W4361856895","doi":"10.1177/26331055231161625","title":"Directed Functional Brain Connectivity is Altered in Sub-threshold Amyloid-β Accumulation in Cognitively Normal Individuals","year":2023,"lang":"en","type":"article","venue":"Neuroscience Insights","topic":"Functional Brain Connectivity Studies","field":"Neuroscience","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Center for Medical Innovation, Swanson School of Engineering, University of Pittsburgh; National Institute on Aging; University of California, San Diego; Canadian Institutes of Health Research; University of California, Los Angeles; Genentech; IXICO; National Institutes of Health; Stiftelsen Lars Hiertas Minne; Servier; Karolinska Institutet; Hjärnfonden; Vetenskapsrådet; Eisai; Alzheimer's Association; Stiftelsen för Gamla Tjänarinnor; Center for Innovative Medicine; Northern California Institute for Research and Education; BioClinica; Biogen; Pfizer; Novartis Pharmaceuticals Corporation; Svenska Forskningsrådet Formas; Medpace; U.S. Department of Defense; Eli Lilly and Company; Bristol-Myers Squibb; Synarc; Meso Scale Diagnostics","keywords":"Neuroscience; Functional connectivity; Amyloid (mycology); Amyloid β; Biology; Psychology; Medicine; Disease; Pathology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002642903,0.0002635572,0.0002710564,0.0008788849,0.0001909651,0.0002705377,0.0001727359,0.0003047786,0.001054631],"category_scores_gemma":[0.001637205,0.0001560576,0.0001629122,0.0003350552,0.0003079544,0.0003274675,0.0002838709,0.0001999267,0.00009980451],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001722356,"about_ca_system_score_gemma":0.00009901865,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002435856,"about_ca_topic_score_gemma":0.003949271,"domain_scores_codex":[0.9998888,0.00001754051,0.000008326555,0.00004965107,0.00001689176,0.00001880739],"domain_scores_gemma":[0.9995502,0.0001064283,0.0001955473,0.00004446716,0.00003974559,0.00006361771],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001715266,0.0001944073,0.8775798,0.00007930018,0.0004121157,0.001543086,0.00165484,0.001527351,0.09597559,0.000677733,0.0004006238,0.01824004],"study_design_scores_gemma":[0.000004901049,0.00007190688,0.997626,0.000002171561,0.00001864583,0.0005071496,0.00007282627,0.0007123278,0.0006640119,0.0002491327,0.00006618335,0.000004760927],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995337,0.00002971236,0.0002295477,0.000008764314,8.582114e-7,0.000002358213,0.00006507637,0.000004446573,0.0001256205],"genre_scores_gemma":[0.9995596,0.0000203226,0.0002326256,0.000004952415,0.000002227499,0.00000377124,0.0001073843,0.000003097638,0.00006606394],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002435856,"threshold_uncertainty_score":0.004843354,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1265797252688153,"score_gpt":0.3192213039717953,"score_spread":0.19264157870298,"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."}}