{"id":"W2993477374","doi":"10.1136/bcr-2019-232233","title":"CD138-negative plasma cell myeloma: a diagnostic challenge and a unique entity","year":2019,"lang":"en","type":"article","venue":"BMJ Case Reports","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver General Hospital; University of British Columbia","funders":"","keywords":"Plasma Cell Myeloma; Medicine; Plasma cell; Mantle cell lymphoma; Immunophenotyping; Pathology; Lymphoma; Multiple myeloma; Lymphoproliferative disorders; CD20; Cancer research; Flow cytometry; Immunology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001044173,0.001558878,0.001435782,0.00326417,0.002069481,0.002229067,0.001331001,0.005420886,0.001942666],"category_scores_gemma":[0.005558398,0.0008888083,0.0005377229,0.001973926,0.00230874,0.003823285,0.002775737,0.003521517,0.0009645986],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001014397,"about_ca_system_score_gemma":0.0007016242,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008705354,"about_ca_topic_score_gemma":0.0009801838,"domain_scores_codex":[0.998955,0.000176348,0.0001287701,0.0001996591,0.0002796323,0.0002605911],"domain_scores_gemma":[0.9979284,0.0007392575,0.0004387895,0.0001932591,0.0001963751,0.0005039431],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.00004562259,0.00002399441,0.008871186,0.0001162097,0.00001084082,0.9758817,0.0002878049,0.0002647568,0.002849462,0.001861104,0.001269473,0.008517921],"study_design_scores_gemma":[0.000007488415,0.0000143087,0.001742753,0.00003884603,0.000009478899,0.9945753,0.0002059324,0.0004979258,0.0004759972,0.001231048,0.00119049,0.00001037045],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9026279,0.02656253,0.02042123,0.0259474,0.0009219398,0.0003213072,0.0004134047,0.000528023,0.02225625],"genre_scores_gemma":[0.9835128,0.0037722,0.007666504,0.001663367,0.002528254,0.00004598259,0.0001031261,0.00003881783,0.0006689952],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005420886,"threshold_uncertainty_score":0.007359982,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02421965315259261,"score_gpt":0.3155124918921756,"score_spread":0.2912928387395829,"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."}}