{"id":"W2128271280","doi":"10.1186/1744-9081-6-76","title":"Plasma neuropeptide Y: a biomarker for symptom severity in chronic fatigue syndrome","year":2010,"lang":"en","type":"article","venue":"Behavioral and Brain Functions","topic":"Fibromyalgia and Chronic Fatigue Syndrome Research","field":"Medicine","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"National Institute of Allergy and Infectious Diseases; National Heart, Lung, and Blood Institute; National Institute of Arthritis and Musculoskeletal and Skin Diseases; National Institute of Neurological Disorders and Stroke; National Institute on Alcohol Abuse and Alcoholism","keywords":"Chronic fatigue syndrome; Biomarker; Beck Depression Inventory; Medicine; Neuropeptide Y receptor; Internal medicine; Depression (economics); Mood; Anger; Beck Anxiety Inventory; Psychology; Psychiatry; Clinical psychology; Anxiety; Neuropeptide","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002160032,0.0001777052,0.0002629985,0.000208851,0.0001710389,0.00004013514,0.00007915183,0.0001630528,0.0004959932],"category_scores_gemma":[0.00007192264,0.0001527537,0.0001064014,0.0003195867,0.0001915476,0.0001272679,0.00006114302,0.0004606512,0.00003889671],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001123965,"about_ca_system_score_gemma":0.0003384581,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002726289,"about_ca_topic_score_gemma":0.0002574201,"domain_scores_codex":[0.9987081,0.0000337659,0.0002437711,0.0003837835,0.0001968183,0.0004337679],"domain_scores_gemma":[0.9992743,0.0001135093,0.00003449808,0.0002885037,0.00006574218,0.0002234073],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0007557157,0.002031202,0.2424991,0.002619317,0.0001446656,0.000772812,0.0004030305,0.000008979056,0.6525798,0.0007601021,0.03141834,0.06600688],"study_design_scores_gemma":[0.004535013,0.001892997,0.9733334,0.0002610525,0.000100998,0.001923756,0.0001115021,0.002139439,0.0004770525,0.00006738778,0.0148369,0.000320505],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962931,0.00006850689,0.00007709065,0.00214537,0.0002819083,0.0007755279,0.00006372528,0.00007294386,0.0002218873],"genre_scores_gemma":[0.994103,0.00001013633,0.0003584503,0.00002507004,0.00003709447,0.0002234644,0.0001301335,0.00003090613,0.005081709],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7308342,"threshold_uncertainty_score":0.6229114,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0535550484756911,"score_gpt":0.3376936774018866,"score_spread":0.2841386289261955,"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."}}