{"id":"W4403662810","doi":"10.1172/jci.insight.183810","title":"Immune exhaustion in ME/CFS and long COVID","year":2024,"lang":"en","type":"article","venue":"JCI Insight","topic":"Fibromyalgia and Chronic Fatigue Syndrome Research","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Health and Medical Research Council; McCusker Charitable Foundation; Medical Research Council; Judith Jane Mason and Harold Stannett Williams Memorial Foundation; Griffith University; American Breast Cancer Foundation","keywords":"Immune system; Immune dysregulation; Immunology; Cytokine; Acquired immune system; Biology; Medicine","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":[0.0005392056,0.0001914903,0.0002510608,0.0006400784,0.0003871266,0.0002905155,0.0001277296,0.0003791713,0.001004886],"category_scores_gemma":[0.0009347889,0.0001202467,0.0001420369,0.00023706,0.0003597385,0.0002039648,0.000333742,0.0002261162,0.00009036049],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001898113,"about_ca_system_score_gemma":0.0001755198,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006412037,"about_ca_topic_score_gemma":0.001708343,"domain_scores_codex":[0.9997656,0.00007152971,0.0000164109,0.00006074916,0.00003677524,0.0000488543],"domain_scores_gemma":[0.9997002,0.00008057221,0.0001162699,0.00001816517,0.00004458672,0.00004025509],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003589252,0.000143455,0.7671274,0.0003247578,0.0001279893,0.002296655,0.001763187,0.0001603876,0.1960187,0.0002672254,0.0003262868,0.02785459],"study_design_scores_gemma":[0.00001906062,0.0005453256,0.9929518,0.00005444165,0.00002430633,0.001698796,0.0008644533,0.0001418005,0.002902565,0.0001793094,0.0006090623,0.0000091082],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983934,0.0009191575,0.0002181927,0.0000353273,0.000005908233,0.00001405821,0.00009257151,0.000001922994,0.0003194483],"genre_scores_gemma":[0.9989811,0.0002278057,0.0002897039,0.00006742729,0.00001313643,0.00002950595,0.0001760249,0.000002106573,0.0002132121],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001004886,"threshold_uncertainty_score":0.003361642,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02602572488243383,"score_gpt":0.3182244402513528,"score_spread":0.2921987153689189,"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."}}