{"id":"W1971164768","doi":"10.1159/000350165","title":"Non-Lymphoma Hematological Malignancies in Systemic Lupus Erythematosus","year":2013,"lang":"en","type":"article","venue":"Oncology","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; University of Manitoba; Toronto Western Hospital; University of Toronto; McGill University; McGill University Health Centre","funders":"Canadian Institutes of Health Research; National Cancer Institute; National Institutes of Health; Lupus Research Alliance; University of California, San Francisco; Canadian Arthritis Network; National Center for Advancing Translational Sciences; National Institute of Arthritis and Musculoskeletal and Skin Diseases; Arthritis Society; Johns Hopkins University","keywords":"Medicine; Lymphoma; Multiple myeloma; Myeloid; Chronic lymphocytic leukemia; Leukemia; Myeloid leukemia; Population; B cell; Internal medicine; Immunology; Plasmacytoma; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001327632,0.0001454376,0.0005386063,0.0001483384,0.00003838667,0.00001207767,0.00009996071,0.0002094412,0.0006281978],"category_scores_gemma":[0.0001290707,0.000100685,0.00007262661,0.0001649294,0.0001129166,0.000056542,0.00007367104,0.0001170915,0.002088992],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003666545,"about_ca_system_score_gemma":0.000211014,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003146807,"about_ca_topic_score_gemma":0.00006460305,"domain_scores_codex":[0.9986809,0.00007151561,0.0002948583,0.0002681015,0.0001836744,0.0005009473],"domain_scores_gemma":[0.999228,0.0001638635,0.00005768929,0.0002509442,0.00007856271,0.0002209324],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004164243,0.002077763,0.943849,0.0003427991,0.0001181796,0.006414357,0.000435908,0.0000015153,0.01168307,0.000822998,0.008666209,0.02517172],"study_design_scores_gemma":[0.03657437,0.006089467,0.853161,0.0007487342,0.00009013918,0.08015651,0.002695681,0.00229978,0.00597668,0.001385424,0.01029074,0.000531417],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9813077,0.0004635904,0.00001984272,0.001047593,0.0001748141,0.0009087741,0.000001991519,0.00004823697,0.01602742],"genre_scores_gemma":[0.9958581,0.00008426971,0.0007884543,0.0002261125,0.000049085,0.000481786,0.0000155369,0.00001450175,0.002482143],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.090688,"threshold_uncertainty_score":0.998688,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02792203372969683,"score_gpt":0.3166143676521627,"score_spread":0.2886923339224658,"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."}}