{"id":"W2111203217","doi":"10.1136/ard.2004.034504","title":"Non-Hodgkin's lymphoma in systemic lupus erythematosus","year":2005,"lang":"en","type":"article","venue":"Annals of the Rheumatic Diseases","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":133,"is_retracted":false,"has_abstract":false,"ca_institutions":"Royal University Hospital; University of Calgary; University Health Network; McGill University; Montreal General Hospital","funders":"National Institute of Arthritis and Musculoskeletal and Skin Diseases; Medical Research Council; Lupus Research Alliance; Canadian Institutes of Health Research; University of Toronto; National Cancer Institute; National Institutes of Health; Canadian Arthritis Network; Fonds de Recherche du Québec - Santé; Pennsylvania Department of Health; Arthritis Society; Cancer Care Ontario; Institute of Musculoskeletal Health and Arthritis; Lupus Canada","keywords":"Medicine; Lymphoma; Internal medicine; Cohort; Etiology; Diffuse large B-cell lymphoma; Systemic lupus erythematosus; Disease; Non-Hodgkin's lymphoma; Systemic disease; Gastroenterology","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":[],"consensus_categories":[],"category_scores_codex":[0.0005851931,0.0002626806,0.0008290086,0.0002817096,0.0000670625,0.00002754973,0.000554566,0.00009624119,0.0001463804],"category_scores_gemma":[0.0007649935,0.0001685699,0.0003879181,0.0005658005,0.0001862098,0.0001456739,0.0002031477,0.0001053676,0.0002068529],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001164333,"about_ca_system_score_gemma":0.0003729537,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009012345,"about_ca_topic_score_gemma":0.00001752509,"domain_scores_codex":[0.9971135,0.0001594726,0.0009196381,0.0003143384,0.0009469459,0.0005461522],"domain_scores_gemma":[0.9976543,0.0003502202,0.0003235154,0.001193549,0.0002164166,0.0002620666],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008476686,0.002207074,0.8792533,0.01333183,0.0006047598,0.00008391883,0.004129808,0.000268997,0.0005015809,0.0009491415,0.04270858,0.05511329],"study_design_scores_gemma":[0.05136031,0.001517599,0.5408259,0.1915204,0.001377339,0.1131186,0.02358629,0.03623973,0.02380101,0.007871586,0.005642423,0.003138817],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9877458,0.005896934,0.00001459103,0.002460838,0.0002619165,0.001154887,0.00002458465,0.00005503765,0.002385397],"genre_scores_gemma":[0.9965485,0.0006475183,0.00007674391,0.0002931477,0.00008369039,0.0001185184,0.000005906476,0.0000492653,0.002176741],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3384275,"threshold_uncertainty_score":0.6874082,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03279999422169223,"score_gpt":0.319984652172181,"score_spread":0.2871846579504888,"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."}}