{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001280078,0.00048163,0.0004472033,0.001199412,0.000312786,0.00054399,0.0005244936,0.0003732739,0.001523936],"category_scores_gemma":[0.001740621,0.0002613383,0.0006227838,0.001847566,0.0001196108,0.0002703461,0.0008042648,0.00034454,0.0002238994],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002002508,"about_ca_system_score_gemma":0.0004634278,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005005513,"about_ca_topic_score_gemma":0.005680381,"domain_scores_codex":[0.9995397,0.0001684909,0.00005651412,0.00009320234,0.00009165636,0.00005050009],"domain_scores_gemma":[0.9989715,0.0001196474,0.0004530907,0.00009726432,0.0001198868,0.0002385981],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001611461,0.00003057157,0.9955013,0.00003491393,0.0002369445,0.00003093787,0.00002839511,0.00003439444,0.00008730942,0.00001023628,0.0002909768,0.003552861],"study_design_scores_gemma":[0.00001927394,0.00003607001,0.9990568,0.00002006919,0.0002040895,0.000112966,0.00004924044,0.00007132661,0.00003071627,0.00001721394,0.0003808494,0.000001528675],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9883751,0.003070322,0.0004781509,0.000256921,0.00001963871,0.0001266639,0.006207447,0.00001729197,0.001448554],"genre_scores_gemma":[0.9898314,0.001181935,0.0007049249,0.00006298666,0.00006198862,0.0001510127,0.006984359,0.000007803309,0.001013735],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005005513,"threshold_uncertainty_score":0.009952724,"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."}}