{"id":"W4410512989","doi":"10.3899/jrheum.2025-0390.pv283","title":"IMAGING INSIGHTS INTO JC VIRUS-ASSOCIATED PROGRESSIVE MULTIFOCAL LEUKOENCEPHALOPATHY IN NEUROPSYCHIATRIC LUPUS: A CASE REPORT","year":2025,"lang":"en","type":"article","venue":"The Journal of Rheumatology","topic":"Polyomavirus and related diseases","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Progressive multifocal leukoencephalopathy; Medicine; JC virus; Systemic lupus erythematosus; Leukoencephalopathy; Pathology; Virology; Virus; Disease","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004920079,0.0001762667,0.0005694526,0.000547313,0.0001530382,0.00001358236,0.0001799036,0.00012042,0.0000193048],"category_scores_gemma":[0.0008930374,0.000104193,0.0001571997,0.0006711674,0.0002389427,0.0001042041,0.00007740335,0.0007069783,0.000006989246],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001269897,"about_ca_system_score_gemma":0.0005980509,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009603291,"about_ca_topic_score_gemma":0.0003233623,"domain_scores_codex":[0.9979685,0.0003941222,0.0009829691,0.0001557238,0.0002147988,0.0002838736],"domain_scores_gemma":[0.9983392,0.0003016026,0.0007352419,0.0002604771,0.0002279466,0.00013556],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"case_report","study_design_scores_codex":[0.00141426,0.0009531642,0.78686,0.0001024427,0.0003474061,0.1992948,0.003092489,0.00006216438,0.0005945607,0.0001667011,0.00269364,0.00441836],"study_design_scores_gemma":[0.005968328,0.0003170138,0.04463569,0.001237451,0.0006934966,0.9397904,0.002078584,0.002602925,0.0001657397,0.001655109,0.0006695866,0.0001856851],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9750591,0.02113381,0.00008260601,0.002066716,0.001172991,0.0002185658,9.632731e-7,0.00002379843,0.0002414902],"genre_scores_gemma":[0.9981392,0.001281392,0.00008476754,0.0003757116,0.00001279534,0.000004225936,0.000002185471,0.00001520754,0.00008450021],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7422243,"threshold_uncertainty_score":0.4248868,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006196964473508558,"score_gpt":0.2784300177613452,"score_spread":0.2722330532878366,"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."}}