{"id":"W3141847896","doi":"10.1002/jha2.194","title":"A case of multiple myeloma with plasma cell cannibalism and cytophagocytosis","year":2021,"lang":"en","type":"article","venue":"eJHaem","topic":"Myeloproliferative Neoplasms: Diagnosis and Treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fraser Health; University of British Columbia","funders":"","keywords":"Plasma cell; Pathology; Medicine; Bone marrow; Biopsy; Multiple myeloma; Plasma cell leukemia; Nuclear medicine; 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":[],"consensus_categories":[],"category_scores_codex":[0.00004539617,0.0001616638,0.0003610644,0.00004885437,0.00007104591,0.00001330966,0.00002092996,0.00005894009,0.0001625945],"category_scores_gemma":[0.00004423823,0.0001174075,0.00005200192,0.0001489959,0.00006992218,0.00003947392,0.00003586943,0.00008952794,0.0000100638],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004715375,"about_ca_system_score_gemma":0.0001635615,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002826105,"about_ca_topic_score_gemma":0.0008302667,"domain_scores_codex":[0.9991698,0.00003499162,0.0001821234,0.0002872645,0.0001480741,0.0001777292],"domain_scores_gemma":[0.9992254,0.0001491488,0.0000662212,0.0002382849,0.0001539962,0.0001669918],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001187415,0.00259001,0.7738661,0.0008647625,0.000935892,0.1462074,0.009843573,0.00002954898,0.0371282,0.0008173445,0.003113579,0.02341621],"study_design_scores_gemma":[0.007010498,0.0008530981,0.04214962,0.000156831,0.0003191921,0.01498017,0.001334053,0.0003439212,0.929803,0.00001146366,0.002850437,0.0001877624],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958265,0.0006616224,0.00001763029,0.0005560351,0.00003969503,0.0002660599,0.000055264,0.00002181871,0.002555371],"genre_scores_gemma":[0.9953113,0.0001022566,0.003243668,0.0001962504,0.00005019581,0.00005766916,0.00002586191,0.00002084741,0.0009919496],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8926747,"threshold_uncertainty_score":0.4787737,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01657346320460847,"score_gpt":0.247044544947647,"score_spread":0.2304710817430385,"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."}}