{"id":"W4229375579","doi":"10.3389/fncel.2022.888232","title":"The Pathobiology of Myalgic Encephalomyelitis/Chronic Fatigue Syndrome: The Case for Neuroglial Failure","year":2022,"lang":"en","type":"article","venue":"Frontiers in Cellular Neuroscience","topic":"Fibromyalgia and Chronic Fatigue Syndrome Research","field":"Medicine","cited_by":53,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; University of Guelph; University of Victoria; McGill University; University of British Columbia","funders":"","keywords":"Encephalomyelitis; Medicine; Chronic fatigue syndrome; Neuroscience; Neuroinflammation; Disease; Microglia; Central nervous system; Immunology; Inflammation; Multiple sclerosis; Pathology; Psychology; Psychiatry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007000703,0.0005105892,0.0006733969,0.001155771,0.0007505203,0.001129777,0.0006248466,0.002827453,0.001349901],"category_scores_gemma":[0.001389952,0.0002172316,0.0005132013,0.0007187558,0.002228528,0.002799652,0.0009367143,0.002827715,0.0004859521],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007221296,"about_ca_system_score_gemma":0.0009409756,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001297801,"about_ca_topic_score_gemma":0.001734871,"domain_scores_codex":[0.9997987,0.00004903208,0.00003300578,0.00003729609,0.00003702717,0.00004488653],"domain_scores_gemma":[0.9996496,0.0001814002,0.00006534027,0.00001740574,0.00005046207,0.00003585778],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002960199,0.0000905827,0.01920998,0.007055472,0.0001811475,0.5689356,0.003753458,0.0003302272,0.01789077,0.06818784,0.02706076,0.287008],"study_design_scores_gemma":[0.00003723818,0.0001079659,0.01122541,0.003695442,0.0001564606,0.7952546,0.003303569,0.0003406299,0.001349282,0.03391091,0.1505482,0.00007025716],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.03610773,0.8910484,0.004482855,0.05397309,0.00296155,0.00006460278,0.00006894384,0.00004891639,0.0112439],"genre_scores_gemma":[0.2523392,0.7075399,0.008270652,0.01368937,0.01300351,0.0001097286,0.0001131088,0.00002215553,0.004912379],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002827453,"threshold_uncertainty_score":0.005239427,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02260517470379114,"score_gpt":0.2762326181538078,"score_spread":0.2536274434500166,"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."}}