{"id":"W1988055831","doi":"10.1016/j.transci.2013.07.014","title":"Epidemiology of Non-Hodgkin Lymphoma","year":2013,"lang":"en","type":"review","venue":"Transfusion and Apheresis Science","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":53,"is_retracted":false,"has_abstract":false,"ca_institutions":"CancerCare Manitoba; University of Manitoba","funders":"","keywords":"Epidemiology; Hodgkin lymphoma; Incidence (geometry); Lymphoma; Medicine; Demography; Immunology; Pathology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005997081,0.0003175858,0.001948966,0.0002365488,0.0001353686,0.000006649379,0.0002143384,0.000207861,0.0003929297],"category_scores_gemma":[0.000110233,0.0001873537,0.000362102,0.0006126639,0.0008230482,0.00007371933,0.00005609599,0.0000730692,0.00006776253],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000888435,"about_ca_system_score_gemma":0.0005704004,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004086565,"about_ca_topic_score_gemma":0.00001131363,"domain_scores_codex":[0.997991,0.0000909357,0.0006564101,0.0006262547,0.0002736862,0.0003617559],"domain_scores_gemma":[0.9985541,0.0004194194,0.000213754,0.0004235241,0.00008332602,0.0003059254],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000007257822,0.0002045656,0.001209663,0.003598959,0.00003797427,0.00001007246,0.00003558735,2.838892e-8,0.00002211972,0.0002659139,0.0002061642,0.9944017],"study_design_scores_gemma":[0.002720355,0.0009837068,0.03562108,0.02366105,0.002097012,0.0004315032,0.00007852816,0.00005855917,0.0003136052,0.000108604,0.9333243,0.0006017236],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.005024373,0.9910488,0.00002550262,0.00008874502,0.0001227608,0.0009629409,0.0000155799,0.00001987686,0.002691482],"genre_scores_gemma":[0.001616212,0.9964021,0.001356879,0.0001045739,0.00003732936,0.0001104948,0.000007868666,0.00001662875,0.0003478666],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9938,"threshold_uncertainty_score":0.7640063,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08228679774115465,"score_gpt":0.3879282853649029,"score_spread":0.3056414876237483,"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."}}