{"id":"W191665454","doi":"10.1186/ar3950","title":"Lymphoma risk in systemic lupus: effects of treatment versus disease activity","year":2012,"lang":"en","type":"article","venue":"Arthritis Research & Therapy","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Toronto Western Hospital; University of Manitoba; Université Laval; University of Toronto; McGill University Health Centre","funders":"National Institutes of Health; Canadian Arthritis Network; National Institute of Arthritis and Musculoskeletal and Skin Diseases; Arthritis Society; Lupus Research Alliance; Arthritis Foundation","keywords":"Medicine; Rheumatology; Internal medicine; Lymphoma; Systemic lupus erythematosus; Oncology; Systemic lupus; Systemic disease; Disease","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":[0.00211558,0.0002713541,0.0007108771,0.0006501676,0.0001431546,0.00002974933,0.0002329878,0.0001443262,0.000102598],"category_scores_gemma":[0.000937217,0.0002143139,0.00022124,0.00084401,0.0003270412,0.0002590477,0.00009204319,0.000313279,0.0002111203],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001524325,"about_ca_system_score_gemma":0.0007162567,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001503951,"about_ca_topic_score_gemma":0.0001222384,"domain_scores_codex":[0.9946215,0.001847293,0.000405824,0.0004478756,0.00137217,0.001305319],"domain_scores_gemma":[0.995589,0.002183416,0.0001039337,0.001032638,0.0002740019,0.000817002],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0113055,0.002115635,0.6801105,0.0007253763,0.0002619353,0.0002892672,0.003397038,0.000001613131,0.020355,0.000116004,0.0003343342,0.2809878],"study_design_scores_gemma":[0.2927971,0.03268036,0.4918139,0.01924944,0.0001409671,0.007674252,0.006464231,0.00098644,0.1224804,0.0005292385,0.02347242,0.001711261],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9403107,0.05542039,0.00001001877,0.00013189,0.0004895676,0.002901959,0.00002458377,0.00005390645,0.0006569488],"genre_scores_gemma":[0.9269172,0.07138196,0.00003752167,0.000008003924,0.0002867495,0.0007773776,0.000009454537,0.00006217609,0.0005195803],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2814916,"threshold_uncertainty_score":0.8739468,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05006577515827586,"score_gpt":0.3649590452255936,"score_spread":0.3148932700673178,"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."}}