{"id":"W4221033379","doi":"10.1158/1055-9965.epi-21-0875","title":"B-Cell NHL Subtype Risk Associated with Autoimmune Conditions and PRS","year":2022,"lang":"en","type":"article","venue":"Cancer Epidemiology Biomarkers & Prevention","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University; Canadian Centre for Applied Research in Cancer Control","funders":"National Cancer Institute; Cancer Council NSW; Medical Research Council; Cancerfonden; Canadian Institutes of Health Research; Institut National Du Cancer; National Health and Medical Research Council; Michael Smith Health Research BC; University of California, San Francisco; Instituto de Salud Carlos III; Bundesamt für Strahlenschutz; Stockholms Läns Landsting; European Regional Development Fund; Bundesministerium für Bildung und Forschung; Ministerstvo Školství, Mládeže a Tělovýchovy; José Carreras Leukämie-Stiftung; University of Sydney; Blood Cancer UK; Karolinska Institutet; Compagnia di San Paolo; European Commission; Fondation de France; National Institutes of Health; Friends of José Carreras International Leukemia Foundation; Health Research Board; Agence Nationale de Sécurité Sanitaire de l’Alimentation, de l’Environnement et du Travail; Yale University","keywords":"Medicine; Immunology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001402055,0.0003222097,0.0003489417,0.001090767,0.0002814131,0.0006385439,0.0003683787,0.0003874071,0.002717561],"category_scores_gemma":[0.002857772,0.0001893729,0.001117605,0.001108335,0.0002826904,0.0002390428,0.0006344446,0.0005479951,0.0002239671],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001462043,"about_ca_system_score_gemma":0.0002528428,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002875358,"about_ca_topic_score_gemma":0.002944433,"domain_scores_codex":[0.9991135,0.000289829,0.00009064978,0.0002806021,0.0001281297,0.00009724069],"domain_scores_gemma":[0.996894,0.0008305995,0.001292089,0.0004131222,0.0002555131,0.0003145764],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001457095,0.00000704073,0.9978855,0.00001027817,0.0001923139,0.00004686746,0.00002006201,0.00005447557,0.0004607447,0.00001366652,0.00003248873,0.001130805],"study_design_scores_gemma":[0.000006615861,0.00006000117,0.9989231,0.000003796765,0.0001740525,0.0004026145,0.00003142549,0.0001927477,0.0000856003,0.00004084301,0.00007718409,0.000001982517],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998068,0.0005215282,0.0004915716,0.00003361671,0.000003641492,0.00000840186,0.0003838191,0.00001535429,0.0004738411],"genre_scores_gemma":[0.9992753,0.00007191696,0.0002323366,0.00001060637,0.000008431034,0.000005627726,0.0003115537,0.000004454743,0.00007978853],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002875358,"threshold_uncertainty_score":0.009091139,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03089908156191701,"score_gpt":0.3246233621047775,"score_spread":0.2937242805428605,"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."}}