{"id":"W3135457122","doi":"10.1182/blood.2020009735","title":"Bone marrow infiltration by plasmablastic neoplasm: plasmablastic myeloma or plasmablastic lymphoma?","year":2021,"lang":"en","type":"article","venue":"Blood","topic":"Hematological disorders and diagnostics","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Plasmablastic lymphoma; Medicine; Bone marrow; Lymphoma; Multiple myeloma; Pathology; Plasma Cell Myeloma; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001374937,0.0005432715,0.0009397452,0.0001550412,0.0002405686,0.0001340114,0.0001656965,0.0004302551,0.001233115],"category_scores_gemma":[0.005516814,0.0004443769,0.0002133166,0.0007735434,0.0001910376,0.0001799308,0.0001278259,0.0003187663,0.0009457624],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007151065,"about_ca_system_score_gemma":0.0007524351,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001400168,"about_ca_topic_score_gemma":0.0001153261,"domain_scores_codex":[0.9966289,0.0001102782,0.0008441874,0.0008284527,0.0006972411,0.0008909823],"domain_scores_gemma":[0.9964363,0.001882476,0.000206908,0.0005638725,0.000280161,0.0006302763],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.01396062,0.06253343,0.1048128,0.008645698,0.004990846,0.07688083,0.001945712,0.001907906,0.3447604,0.01477399,0.340482,0.02430577],"study_design_scores_gemma":[0.1408657,0.01429518,0.08678322,0.005295918,0.01074027,0.04716154,0.002600026,0.02874848,0.5120401,0.003838487,0.1407586,0.006872538],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9866997,0.0009299483,0.002161085,0.001000957,0.00049052,0.0005361098,0.0001618488,0.0003406737,0.007679157],"genre_scores_gemma":[0.9911056,0.0003606957,0.002478112,0.001305306,0.0001907523,0.000103713,0.000404025,0.00009232264,0.003959476],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1997234,"threshold_uncertainty_score":0.9998321,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01302725480672956,"score_gpt":0.2373308986956303,"score_spread":0.2243036438889008,"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."}}