{"id":"W3084307312","doi":"10.1002/ajh.25992","title":"Insufficient evidence exists to use histopathologic subtype to guide treatment of idiopathic multicentric Castleman disease","year":2020,"lang":"en","type":"article","venue":"American Journal of Hematology","topic":"Viral-associated cancers and disorders","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"National Heart, Lung, and Blood Institute","keywords":"Histopathology; Medicine; Pathology; Clinical endpoint; Internal medicine; Lymph node; Plasma cell; Disease; Etiology; Pathogenesis; Clinical trial; Bone marrow","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":[0.0001547842,0.0001797829,0.0009477282,0.0002197411,0.00003696095,0.00000757724,0.0001474787,0.00003583051,0.00003203324],"category_scores_gemma":[0.001991206,0.0001381492,0.000207596,0.0006420374,0.0001446046,0.00006053345,0.00003774415,0.0001147608,0.0000310701],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004012663,"about_ca_system_score_gemma":0.0005010249,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000185827,"about_ca_topic_score_gemma":0.00001426125,"domain_scores_codex":[0.9982719,0.0001528994,0.0007145701,0.0002490136,0.000301318,0.000310327],"domain_scores_gemma":[0.9978729,0.000129501,0.0006323579,0.0002231212,0.0003195881,0.0008225056],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01409946,0.002394171,0.9043369,0.0002873767,0.0002992845,0.01109932,0.01568638,0.001328828,0.01017335,0.0003178022,0.005343111,0.034634],"study_design_scores_gemma":[0.01484481,0.1487063,0.7687709,0.002771592,0.002929127,0.004644557,0.01368446,0.0008591333,0.006371818,0.00007860658,0.03493034,0.001408268],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.980629,0.003845821,0.0008227892,0.01419951,0.0001419997,0.0003058748,0.000007759159,0.00001475761,0.00003244337],"genre_scores_gemma":[0.9936705,0.0004757718,0.001590576,0.004151574,0.00004850701,0.000008227842,9.936989e-7,0.00001813643,0.00003573321],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1463122,"threshold_uncertainty_score":0.5633562,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0511732551538658,"score_gpt":0.330022158712673,"score_spread":0.2788489035588072,"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."}}