{"id":"W2948592421","doi":"10.1007/s10552-019-01188-w","title":"Blood transfusion history and risk of non-Hodgkin lymphoma: an InterLymph pooled analysis","year":2019,"lang":"en","type":"article","venue":"Cancer Causes & Control","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"National Institute of Allergy and Infectious Diseases; National Center for Advancing Translational Sciences; Medical Research Council; Cancer Council NSW; Institut National Du Cancer; Agència de Gestió d'Ajuts Universitaris i de Recerca; National Health and Medical Research Council; Michael Smith Health Research BC; University of California, San Francisco; National Institutes of Health; Agence Nationale de Sécurité Sanitaire de l’Alimentation, de l’Environnement et du Travail; Bundesamt für Strahlenschutz; Canadian Institutes of Health Research; Associazione Italiana per la Ricerca sul Cancro; José Carreras Leukämie-Stiftung; Fondation de France; Generalitat de Catalunya; Bundesministerium für Bildung und Forschung; National Cancer Institute; Ministero dell’Istruzione, dell’Università e della Ricerca; European Commission; Health Research Board; Blood Cancer UK; Yale University","keywords":"Medicine; Odds ratio; Confidence interval; Blood transfusion; Body mass index; Demography; Logistic regression; Population; Socioeconomic status; Internal medicine; Environmental health","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":[0.0001228956,0.0002138291,0.0007896382,0.000222731,0.00003072619,0.000008748836,0.00007170549,0.00009901322,0.0005614257],"category_scores_gemma":[0.00001441555,0.0001667964,0.0002732041,0.000180212,0.00007307647,0.00009877599,0.00001198917,0.00004426539,0.000008339369],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004462731,"about_ca_system_score_gemma":0.0002508867,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006448419,"about_ca_topic_score_gemma":0.001417923,"domain_scores_codex":[0.9987676,0.00007125699,0.0003202202,0.0004067835,0.0002167291,0.0002174183],"domain_scores_gemma":[0.9989774,0.00009802038,0.0001767389,0.0004405233,0.0001217731,0.0001855678],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007335772,0.0007926488,0.9415873,0.00007278749,0.007652633,0.00003819815,0.0008101968,0.00003699661,0.01261448,0.00002589255,0.00009849373,0.03553678],"study_design_scores_gemma":[0.02552305,0.001144331,0.9333005,0.0001079274,0.03165723,0.00001240217,0.0001160396,0.001746524,0.004603974,0.000005648481,0.001594695,0.0001876782],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9858083,0.01269096,0.0001020018,0.0001197523,0.0002145554,0.0005703719,0.00009830684,0.00003156996,0.0003641836],"genre_scores_gemma":[0.9952417,0.003781723,0.00005442689,0.0003971988,0.00008282866,0.0001267591,0.0000205539,0.00002289983,0.0002719089],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0353491,"threshold_uncertainty_score":0.9748123,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007285932659240811,"score_gpt":0.2466122692194841,"score_spread":0.2393263365602433,"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."}}