{"id":"W1840783585","doi":"10.1002/art.38106","title":"Headache in Systemic Lupus Erythematosus: Results From a Prospective, International Inception Cohort Study","year":2013,"lang":"en","type":"article","venue":"Arthritis & Rheumatism","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":114,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; Montreal General Hospital; Dalhousie University; University of Toronto; Université Laval; Queen Elizabeth II Health Sciences Centre; University of Manitoba; Centre hospitalier universitaire de Québec; Toronto Western Hospital","funders":"National Institute of Arthritis and Musculoskeletal and Skin Diseases; Canadian Institutes of Health Research; National Institute for Health and Care Research; National Center for Research Resources; Wellcome Trust","keywords":"Medicine; Prospective cohort study; Cohort; Systemic disease; Lupus erythematosus; Cohort study; Dermatology; Internal medicine; Immunology; Immunopathology; Antibody","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00109816,0.0003228334,0.0008402242,0.000428294,0.00009714717,0.0001543289,0.000326806,0.0001772121,0.0008694223],"category_scores_gemma":[0.0007514657,0.0002964349,0.0001089529,0.0004254862,0.0001132558,0.0005263364,0.0001891734,0.0004739718,0.001404495],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006843422,"about_ca_system_score_gemma":0.0001522695,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01000237,"about_ca_topic_score_gemma":0.001741189,"domain_scores_codex":[0.9956315,0.0003017451,0.001384706,0.00086307,0.001292747,0.0005262629],"domain_scores_gemma":[0.9979206,0.0003483983,0.0002842133,0.0008452883,0.0003793859,0.0002221362],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001898884,0.0006275057,0.9770593,0.00007051781,0.0001998545,0.000159126,0.00896293,0.000005053784,0.0008936701,0.0001177436,0.002974981,0.008739451],"study_design_scores_gemma":[0.02328381,0.0004676786,0.9323602,0.01038286,0.00002688867,0.01630971,0.01344512,0.001625604,0.0001050058,0.001474084,0.00008818538,0.0004308559],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9850355,0.001778776,0.00009898595,0.0005324909,0.0007787839,0.005988066,0.00006015368,0.0001979367,0.005529246],"genre_scores_gemma":[0.9945871,0.001293478,0.0006529204,0.00004603491,0.0001378723,0.00172122,0.0001658904,0.00006387889,0.00133157],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04469908,"threshold_uncertainty_score":0.9999488,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01383360683048534,"score_gpt":0.2728698638226407,"score_spread":0.2590362569921553,"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."}}