{"id":"W1542238981","doi":"10.1111/cei.12043","title":"Altered functional B cell subset populations in patients with chronic fatigue syndrome compared to healthy controls","year":2012,"lang":"en","type":"article","venue":"Clinical & Experimental Immunology","topic":"Fibromyalgia and Chronic Fatigue Syndrome Research","field":"Medicine","cited_by":76,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Chronic fatigue syndrome; Immunology; Autoimmunity; Medicine; B cell; Immune system; Immunophenotyping; T cell; Etiology; Chronic fatigue; Internal medicine; Antigen; Antibody","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003196188,0.0002554767,0.0007515417,0.0002029335,0.0001153098,0.0000137645,0.0001652934,0.0002333306,0.00151388],"category_scores_gemma":[0.00006621552,0.0002163437,0.0001366758,0.0003011282,0.0003137153,0.0001649866,0.000134526,0.0005904025,0.0004151264],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007187574,"about_ca_system_score_gemma":0.0003011296,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001301313,"about_ca_topic_score_gemma":0.000008738462,"domain_scores_codex":[0.997137,0.000285591,0.0008685297,0.0004461838,0.0003658405,0.0008968228],"domain_scores_gemma":[0.9986511,0.0001884525,0.0001323566,0.0004999271,0.00008728729,0.0004408169],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004686055,0.005993187,0.9808677,0.0001125543,0.0001689618,0.0000197636,0.0002098249,0.00002498839,0.005831184,0.0002502579,0.001698963,0.0001365806],"study_design_scores_gemma":[0.01575504,0.008086165,0.9742967,0.0001452357,0.00002386643,0.00005044771,0.000145281,0.00004135339,0.0008088115,0.000006190535,0.000423018,0.0002179201],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99469,0.002158297,0.00007366436,0.0005848267,0.0008577758,0.001345878,0.00002674185,0.00004979578,0.0002130476],"genre_scores_gemma":[0.9983671,0.0000127754,0.0004983865,0.0001678651,0.00008465481,0.0002013191,0.0004293267,0.00004062036,0.0001979639],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01106898,"threshold_uncertainty_score":0.9993989,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1194608510132437,"score_gpt":0.408452587890429,"score_spread":0.2889917368771853,"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."}}