{"id":"W2462762289","doi":"10.3324/haematol.2016.148809","title":"Non-Hodgkin lymphoma in the developing world: review of 4539 cases from the International Non-Hodgkin Lymphoma Classification Project","year":2016,"lang":"en","type":"article","venue":"Haematologica","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":188,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"University of Nebraska Medical Center","keywords":"Lymphoma; Hodgkin lymphoma; Medicine; Oncology; Classical Hodgkin lymphoma; Hodgkin's lymphoma; Internal medicine","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":[0.001937815,0.0003691507,0.000871171,0.006285034,0.0004074125,0.0005953112,0.0006103771,0.0003022317,0.001213068],"category_scores_gemma":[0.002546597,0.0003104779,0.000561888,0.008521864,0.000450089,0.0007788679,0.0004602921,0.000204288,0.0002935664],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005244111,"about_ca_system_score_gemma":0.001079147,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007855681,"about_ca_topic_score_gemma":0.009923607,"domain_scores_codex":[0.9988014,0.0001898286,0.0005072198,0.0001569266,0.0002775805,0.00006711251],"domain_scores_gemma":[0.9980609,0.0006198175,0.0006352593,0.0001133506,0.0004758122,0.0000949331],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003494609,0.00006102921,0.4798688,0.01925359,0.0007752115,0.008799819,0.001492799,0.0001732435,0.001968801,0.0002284236,0.01030364,0.4767252],"study_design_scores_gemma":[0.00006187666,0.0001731113,0.8982635,0.008633911,0.001399305,0.02451308,0.001559178,0.0001162446,0.0006186666,0.0001152751,0.06450398,0.00004188099],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.1879809,0.8052042,0.0006428704,0.00034036,0.0002112593,0.0002102968,0.002542306,0.00002916511,0.002838661],"genre_scores_gemma":[0.3527706,0.6404697,0.001180753,0.0004542103,0.0001948604,0.000213347,0.004300463,0.00001907338,0.0003970616],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.007855681,"threshold_uncertainty_score":0.01561993,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07290797828020769,"score_gpt":0.3391449359009706,"score_spread":0.2662369576207629,"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."}}