{"id":"W2195523718","doi":"10.1111/cei.12749","title":"Extended B cell phenotype in patients with myalgic encephalomyelitis/chronic fatigue syndrome: a cross-sectional study","year":2015,"lang":"en","type":"article","venue":"Clinical & Experimental Immunology","topic":"Fibromyalgia and Chronic Fatigue Syndrome Research","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Chronic fatigue syndrome; Medicine; Immunology; Encephalomyelitis; Immunophenotyping; CD38; Immunoglobulin D; B cell; CD19; Memory B cell; T cell; CD24; CD20; Internal medicine; Flow cytometry; Antibody; Multiple sclerosis; Immune system; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006899346,0.0003545217,0.000801714,0.0002124836,0.0001057629,0.00004673275,0.0003632831,0.0003657081,0.001014774],"category_scores_gemma":[0.0001639324,0.0002932909,0.0001593597,0.0004060978,0.0009572457,0.0002083977,0.0003024003,0.001015899,0.0004545779],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009807142,"about_ca_system_score_gemma":0.0009676615,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002106768,"about_ca_topic_score_gemma":0.000004154413,"domain_scores_codex":[0.9959605,0.0004499958,0.001138002,0.0009065266,0.0007465607,0.0007984133],"domain_scores_gemma":[0.9982878,0.0001916747,0.0001818139,0.000723338,0.0002534876,0.0003618748],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002361213,0.009520713,0.9859702,0.00007863375,0.0002152065,0.0004276911,0.00037755,0.000006765913,0.0006668032,0.00004513157,0.00008125041,0.0002488647],"study_design_scores_gemma":[0.02746914,0.03136396,0.939235,0.000106495,0.00002410333,0.0001024881,0.0008439656,0.00003068949,0.0004580806,0.00003549665,0.00004545305,0.0002851441],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942641,0.002615877,0.0000108923,0.0000408084,0.0006418827,0.0014952,0.000008434822,0.00007995822,0.0008428681],"genre_scores_gemma":[0.9986798,0.00001883578,0.0002254271,0.00001869343,0.00005111705,0.000185969,0.0001257792,0.00005685988,0.0006375348],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04673519,"threshold_uncertainty_score":0.9999519,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06479183906680663,"score_gpt":0.3988323219356218,"score_spread":0.3340404828688152,"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."}}