{"id":"W2068483646","doi":"10.1093/jncimonographs/lgu002","title":"Medical History, Lifestyle, Family History, and Occupational Risk Factors for Lymphoplasmacytic Lymphoma/Waldenstrom's Macroglobulinemia: The InterLymph Non-Hodgkin Lymphoma Subtypes Project","year":2014,"lang":"en","type":"article","venue":"JNCI Monographs","topic":"Chronic Lymphocytic Leukemia Research","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University; BC Cancer Agency","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; Lymphoplasmacytic Lymphoma; Lymphoma; Family history; Hodgkin lymphoma; Waldenstrom macroglobulinemia; Macroglobulinemia; Medical history; Internal medicine; Oncology; Pathology; Multiple myeloma","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001734718,0.0007390054,0.0009900793,0.0006605514,0.0003380633,0.000068347,0.0007760521,0.0006385566,0.0001641436],"category_scores_gemma":[0.002373764,0.0005291322,0.0006076949,0.0004344899,0.00140278,0.0002055854,0.0002948334,0.000318621,0.00004915062],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.02317734,"about_ca_system_score_gemma":0.01797231,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00664018,"about_ca_topic_score_gemma":0.0003303704,"domain_scores_codex":[0.9945183,0.0003402872,0.001012025,0.001164336,0.001783598,0.001181413],"domain_scores_gemma":[0.9952333,0.001963309,0.0004650389,0.001171937,0.0004179603,0.000748451],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.007098059,0.001985083,0.2072474,0.001578687,0.002122379,0.000352271,0.00835331,0.00002560839,0.0007628615,0.001828146,0.606317,0.1623292],"study_design_scores_gemma":[0.0616879,0.00230577,0.1839334,0.0004750991,0.001006493,0.001455737,0.001125988,0.1476249,0.0004246687,0.0002362893,0.5984074,0.001316247],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9892372,0.003044736,0.001638281,0.0003433104,0.001534972,0.001914872,0.00009556265,0.0002521941,0.001938806],"genre_scores_gemma":[0.9929793,0.0008129165,0.001655745,0.001405402,0.000818932,0.0005080562,0.0002306197,0.0001600094,0.001428978],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1610129,"threshold_uncertainty_score":0.9999747,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02423000792041198,"score_gpt":0.285757337369041,"score_spread":0.2615273294486291,"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."}}