{"id":"W4251363279","doi":"10.1093/jncimonographs/lgu011","title":"Medical History, Lifestyle, Family History, and Occupational Risk Factors for Marginal Zone Lymphoma: The InterLymph Non-Hodgkin Lymphoma Subtypes Project","year":2014,"lang":"en","type":"article","venue":"JNCI Monographs","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":84,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Center for Advancing Translational Sciences; National Center for Research Resources; National Institute of Allergy and Infectious Diseases; National Institute on Deafness and Other Communication Disorders; National Institute on Drug Abuse; National Institutes of Health; National Cancer Institute; National Heart, Lung, and Blood Institute; National Institute of Environmental Health Sciences; Canadian Institutes of Health Research","keywords":"Medicine; Odds ratio; Internal medicine; Marginal zone B-cell lymphoma; Lymphoma; Splenic marginal zone lymphoma; Family history; Follicular lymphoma; Gastroenterology; Marginal zone; Immunology; Spleen; B cell; Splenectomy","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006852829,0.0004767701,0.0006369884,0.0003589485,0.0002284567,0.00003249959,0.0002678904,0.0002840951,0.00009750257],"category_scores_gemma":[0.0003911745,0.0003091135,0.0004277052,0.0001798977,0.0005025559,0.0001315218,0.00008538357,0.00009782114,0.00002009263],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001451987,"about_ca_system_score_gemma":0.001091793,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003183944,"about_ca_topic_score_gemma":0.0002047947,"domain_scores_codex":[0.9973138,0.0001627728,0.0005483079,0.0006727552,0.0007730504,0.0005292884],"domain_scores_gemma":[0.9977975,0.0007676252,0.0003153482,0.0005706208,0.0001738461,0.0003749838],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001034224,0.001543117,0.7394893,0.0001255782,0.000617097,0.00004036785,0.002002062,6.420058e-7,0.00004404837,0.001024535,0.158621,0.09545805],"study_design_scores_gemma":[0.006744908,0.0009500242,0.6596604,0.00008511016,0.0003905355,0.00007216962,0.00022583,0.001372804,0.00005595803,0.00004410258,0.3301399,0.000258225],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9902452,0.004268032,0.001027905,0.0004567642,0.001119694,0.001181673,0.0000764675,0.0001280558,0.00149627],"genre_scores_gemma":[0.9949737,0.0006842395,0.001200156,0.001237356,0.0004380706,0.000603455,0.0001984088,0.00006486812,0.00059972],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1715189,"threshold_uncertainty_score":0.9999361,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02231656275756422,"score_gpt":0.2637918898201732,"score_spread":0.241475327062609,"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."}}