{"id":"W2096421312","doi":"10.1158/1055-9965.epi-12-0947","title":"Non-Hodgkin Lymphoma and Circulating Markers of Inflammation and Adiposity in a Nested Case–Control Study: The Multiethnic Cohort","year":2013,"lang":"en","type":"article","venue":"Cancer Epidemiology Biomarkers & Prevention","topic":"Inflammatory Biomarkers in Disease Prognosis","field":"Medicine","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services","funders":"National Cancer Institute","keywords":"Medicine; Adipokine; Adiponectin; Internal medicine; Leptin; Body mass index; Nested case-control study; Cohort; Phlebotomy; Follicular lymphoma; Immunology; Oncology; Lymphoma; Obesity; Insulin resistance","routes":{"ca_aff":true,"ca_fund":false,"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":[0.001414964,0.0003583263,0.0004877937,0.0003794806,0.0008192601,0.0006697199,0.0004322261,0.0004259625,0.0007812093],"category_scores_gemma":[0.002023729,0.0005346024,0.000813584,0.0006158234,0.0002845407,0.0002618261,0.0005758387,0.0005902883,0.0001424255],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003420829,"about_ca_system_score_gemma":0.0004202802,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00998802,"about_ca_topic_score_gemma":0.01380709,"domain_scores_codex":[0.9989579,0.0003511452,0.00007747379,0.0003565747,0.0001583543,0.00009848424],"domain_scores_gemma":[0.9986585,0.0002103946,0.0003384251,0.0004141468,0.0001482318,0.0002302571],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007833768,0.0001196414,0.9930735,0.00001583434,0.0005563403,0.0003055729,0.0002817108,0.0000583061,0.003490363,0.00004215979,0.0001266204,0.001146497],"study_design_scores_gemma":[0.00007171642,0.0002284266,0.9970744,0.00001008802,0.0003560564,0.0008489112,0.00018838,0.0004587212,0.0002856519,0.00003273481,0.0004365742,0.000008361713],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992542,0.0001569881,0.0003351718,0.00001470076,0.000005006262,0.0000130801,0.0001324448,0.000003193392,0.00008520865],"genre_scores_gemma":[0.9992846,0.0000613681,0.0003177228,0.00001595557,0.000006773052,0.00001825868,0.0002032421,0.000003127677,0.00008893653],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00998802,"threshold_uncertainty_score":0.01985973,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02819125749750843,"score_gpt":0.3315423613407718,"score_spread":0.3033511038432633,"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."}}