{"id":"W4384156254","doi":"10.1016/j.heliyon.2023.e18250","title":"Association analysis between symptomology and herpesvirus IgG antibody concentrations in myalgic encephalomyelitis/chronic fatigue syndrome (ME/CFS) and multiple sclerosis","year":2023,"lang":"en","type":"article","venue":"Heliyon","topic":"Fibromyalgia and Chronic Fatigue Syndrome Research","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"B.C. Women's Hospital & Health Centre","funders":"National Institutes of Health; Narodowa Agencja Wymiany Akademickiej; ME Research UK; Fundação para a Ciência e a Tecnologia; National Institute of Allergy and Infectious Diseases; ME Association","keywords":"Chronic fatigue syndrome; Medicine; Immunology; Human herpesvirus 6; Multiple sclerosis; Encephalomyelitis; Antibody; Varicella zoster virus; Serology; Herpes simplex virus; Herpesviridae; Virus; Internal medicine; Viral disease","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":[0.0009004449,0.0002542492,0.0005034565,0.001113242,0.0002192051,0.0004606327,0.0002422954,0.0003573615,0.001374104],"category_scores_gemma":[0.002963243,0.00008791299,0.0006207429,0.0008541095,0.0001707192,0.0002594158,0.0004685826,0.000360977,0.0001998084],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001830082,"about_ca_system_score_gemma":0.0002088833,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002207062,"about_ca_topic_score_gemma":0.002980252,"domain_scores_codex":[0.9993058,0.0001434387,0.0001203238,0.0002536504,0.00006928433,0.0001074671],"domain_scores_gemma":[0.9977893,0.001033899,0.0005396333,0.000232177,0.000176436,0.0002286235],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003754927,0.00001615377,0.9964981,0.00001743377,0.0001422531,0.00004415161,0.0000279915,0.0001212031,0.0007723318,0.000009378608,0.0001221348,0.001853304],"study_design_scores_gemma":[0.00001264187,0.000156547,0.9979187,0.000006021083,0.00008131757,0.0002346463,0.0001220779,0.0009152303,0.000268279,0.00002683201,0.0002540837,0.000003674974],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987248,0.0001227306,0.00008050688,0.00001193642,0.00000338054,0.000003318583,0.0009830865,0.000004637549,0.00006566526],"genre_scores_gemma":[0.9970397,0.00002756801,0.0001462869,0.000008303533,0.000006071687,0.000007513854,0.002688217,0.000002872017,0.00007342053],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002207062,"threshold_uncertainty_score":0.004762053,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0422080665464117,"score_gpt":0.3180346719885496,"score_spread":0.2758266054421379,"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."}}