{"id":"W3195257268","doi":"10.3233/jad-210628","title":"Neural Correlates of Mild Behavioral Impairment: A Functional Brain Connectivity Study Using Resting-State Functional Magnetic Resonance Imaging","year":2021,"lang":"en","type":"article","venue":"Journal of Alzheimer s Disease","topic":"Functional Brain Connectivity Studies","field":"Neuroscience","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Japan Society for the Promotion of Science","keywords":"Functional magnetic resonance imaging; Resting state fMRI; Functional connectivity; Magnetic resonance imaging; Neural correlates of consciousness; Neuroscience; Functional Brain Imaging; Psychology; Neuroimaging; Medicine; Nuclear magnetic resonance; Physics; Radiology; Cognition","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006720248,0.0003362944,0.0005146025,0.0002949377,0.0004279243,0.0000917202,0.0001980564,0.00003542191,0.0002312454],"category_scores_gemma":[0.004634111,0.000326754,0.0003916639,0.0007018962,0.000329483,0.0007512689,0.0002543796,0.0005065586,0.000006736697],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001238917,"about_ca_system_score_gemma":0.0006868371,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000362966,"about_ca_topic_score_gemma":0.00001756355,"domain_scores_codex":[0.996146,0.0006920666,0.0008845772,0.0006143033,0.001243884,0.0004191507],"domain_scores_gemma":[0.9951307,0.002698777,0.0007086176,0.0003427223,0.0007831876,0.0003360484],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003550861,0.005728215,0.9280972,0.0000335222,0.0001789548,0.002582107,0.000691969,0.01048708,0.03992202,0.00009589982,0.004178731,0.004453415],"study_design_scores_gemma":[0.003088918,0.0007922168,0.9800587,0.0001191263,0.0007809722,0.0006193065,0.0006086268,0.008241144,0.004473915,0.0007023655,0.000157564,0.0003571343],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9860934,0.009530962,0.0001546137,0.002053614,0.001689544,0.0003230161,0.00009129096,0.00003464249,0.00002893423],"genre_scores_gemma":[0.998549,0.00001418158,0.0001319144,0.000898395,0.0002734389,0.00001210469,0.000002770258,0.00004109457,0.00007705265],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05196148,"threshold_uncertainty_score":0.9999185,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07438485466221342,"score_gpt":0.3092467189684632,"score_spread":0.2348618643062498,"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."}}