{"id":"W4387081521","doi":"10.1097/rct.0000000000001546","title":"Functional Brain Network Alterations in Patients With Systemic Lupus Erythematosus With Different Cognitive Function States: A Graph Theory Analysis Study","year":2023,"lang":"en","type":"article","venue":"Journal of Computer Assisted Tomography","topic":"Functional Brain Connectivity Studies","field":"Neuroscience","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Cognition; Systemic lupus; Systemic lupus erythematosus; Lupus erythematosus; Psychiatry; Internal medicine; Immunology; Disease","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0004247736,0.000270342,0.0002178414,0.001933232,0.0002214806,0.0003645972,0.0001680881,0.0002620256,0.0009901325],"category_scores_gemma":[0.001857706,0.00009219016,0.0003640759,0.0007028533,0.0003262578,0.0005339063,0.0002710902,0.0001569851,0.00007746759],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002571322,"about_ca_system_score_gemma":0.0001608767,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001663049,"about_ca_topic_score_gemma":0.002387688,"domain_scores_codex":[0.999781,0.00007241686,0.00001772859,0.00006731519,0.00003496301,0.00002660772],"domain_scores_gemma":[0.999295,0.0002701634,0.0002539434,0.00005143036,0.00006411884,0.0000653652],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007968144,0.0001734769,0.9579423,0.0001130434,0.0005627986,0.0007530136,0.0006442562,0.003211741,0.00969541,0.0007479228,0.0004159219,0.02494325],"study_design_scores_gemma":[0.00003244942,0.0003154052,0.9773707,0.00001259652,0.000131129,0.001066553,0.0005211373,0.01793578,0.0007359278,0.001556982,0.0003061146,0.00001519731],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981396,0.0001169288,0.001402131,0.00004530104,0.000002341143,0.000009907719,0.00008551213,0.000005920086,0.0001922741],"genre_scores_gemma":[0.9993768,0.00003598157,0.0004344668,0.000008377044,0.000004389598,0.000005468969,0.00009092358,9.178424e-7,0.00004267713],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001933232,"threshold_uncertainty_score":0.00331229,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01589384811292081,"score_gpt":0.2286329455240078,"score_spread":0.212739097411087,"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."}}