{"id":"W2127762891","doi":"10.1007/s00277-015-2543-4","title":"Non-Hodgkin lymphoma in the Far East: review of 730 cases from the international non-Hodgkin lymphoma classification project","year":2015,"lang":"en","type":"article","venue":"Annals of Hematology","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":45,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"University of Nebraska Medical Center","keywords":"Lymphoma; Medicine; Hodgkin lymphoma; Internal medicine; Follicular lymphoma; Hematology; Non-Hodgkin's lymphoma; Gastroenterology","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":[0.0006911047,0.0003416784,0.0004706651,0.00373544,0.0004327399,0.0007106206,0.0004805523,0.0003071065,0.001065396],"category_scores_gemma":[0.00103008,0.0002247054,0.000361552,0.005431797,0.0004499208,0.0007654166,0.0003657906,0.0001594699,0.0003153632],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004745757,"about_ca_system_score_gemma":0.0008117623,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006201348,"about_ca_topic_score_gemma":0.008878641,"domain_scores_codex":[0.9994676,0.00006208515,0.0001784908,0.0000787731,0.0001435002,0.00006966375],"domain_scores_gemma":[0.9991067,0.0002438769,0.0003309386,0.00004043405,0.0001962954,0.00008168074],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.00038081,0.0000773138,0.764946,0.004959142,0.0003340031,0.02353911,0.001875274,0.0001765472,0.003343124,0.0002497453,0.0104903,0.1896287],"study_design_scores_gemma":[0.00002089375,0.00005528782,0.9294959,0.001442011,0.0003790594,0.03871536,0.002505661,0.0000518877,0.0003742301,0.00007387188,0.02686347,0.00002239175],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.5805749,0.4085804,0.0003990124,0.0005259098,0.0001834315,0.0001077838,0.003147749,0.00002896589,0.006451984],"genre_scores_gemma":[0.7133101,0.2793249,0.0006756559,0.0005545428,0.000163767,0.00005926238,0.005024766,0.00001820873,0.0008687291],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.006201348,"threshold_uncertainty_score":0.01233053,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1594083192265612,"score_gpt":0.3890267915782633,"score_spread":0.2296184723517021,"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."}}