{"id":"W4392450123","doi":"10.1136/rmdopen-2023-003684","title":"Altered dynamic functional network connectivity in rheumatoid arthritis associated with peripheral inflammation and neuropsychiatric disorders","year":2024,"lang":"en","type":"article","venue":"RMD Open","topic":"Functional Brain Connectivity Studies","field":"Neuroscience","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Science and Technology Planning Project of Guangdong Province; Shantou University Medical College; China Postdoctoral Science Foundation; Shantou University; Natural Science Foundation of Guangdong Province; National Natural Science Foundation of China","keywords":"Medicine; Dynamic functional connectivity; Orbitofrontal cortex; Rheumatoid arthritis; Peripheral; Montreal Cognitive Assessment; Receiver operating characteristic; Inflammation; Internal medicine; Pathological; Functional magnetic resonance imaging; Cognition; Cognitive impairment; Psychiatry; 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":[0.0002463124,0.0003080763,0.0002369635,0.0007190428,0.0001695428,0.0002778269,0.000139546,0.0002064552,0.00094964],"category_scores_gemma":[0.001208221,0.00009776406,0.0001794345,0.0005179413,0.0001883065,0.0002047486,0.0002398604,0.0001321392,0.00005626394],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002031269,"about_ca_system_score_gemma":0.0001325003,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002790326,"about_ca_topic_score_gemma":0.004678247,"domain_scores_codex":[0.9998521,0.00003427243,0.00001345939,0.0000471513,0.00002412841,0.00002892901],"domain_scores_gemma":[0.9995999,0.00009533099,0.0002012157,0.00002192,0.00004239884,0.00003923286],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008777687,0.00007694672,0.9546633,0.0001053285,0.0004199564,0.0006990358,0.0002815614,0.0011024,0.01800757,0.0001298407,0.0002132299,0.02342309],"study_design_scores_gemma":[0.000006481752,0.00006800671,0.9975751,0.00000524083,0.0000468075,0.000541401,0.00004754212,0.001191244,0.0003107714,0.0001274082,0.00007590061,0.000004146731],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984021,0.000514613,0.0005738506,0.00002913248,0.000002798605,0.00000743915,0.0001373087,0.000006611805,0.0003260771],"genre_scores_gemma":[0.9996037,0.00007171017,0.0002073509,0.000005146222,0.000004428327,0.000004001908,0.00006306531,6.301114e-7,0.00004005652],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002790326,"threshold_uncertainty_score":0.005548179,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01564467879644624,"score_gpt":0.2427353540473155,"score_spread":0.2270906752508692,"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."}}