{"id":"W4312058341","doi":"10.1002/ccr3.6722","title":"Plasma cell myeloma following a prior diagnosis of chronic lymphocytic leukemia/small lymphocytic lymphoma","year":2022,"lang":"en","type":"article","venue":"Clinical Case Reports","topic":"Chronic Lymphocytic Leukemia Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Chronic lymphocytic leukemia; Medicine; Multiple myeloma; Plasma Cell Myeloma; Lymphoma; Immunoglobulin light chain; Plasma cell neoplasm; Plasma cell; Pathology; Leukemia; CD20; Cancer research; Internal medicine; Immunology; Plasmacytoma; Antibody","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":[],"category_scores_codex":[0.004344875,0.0006903937,0.002145695,0.0004806062,0.000610656,0.00005730939,0.0003918365,0.0004751695,0.001092697],"category_scores_gemma":[0.00329606,0.0006807951,0.001906585,0.001324076,0.0005475485,0.0001523947,0.00147247,0.0007419137,0.00009731462],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.2371854,"about_ca_system_score_gemma":0.1666334,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003047804,"about_ca_topic_score_gemma":0.0001042985,"domain_scores_codex":[0.9899312,0.0006893374,0.003987755,0.001863274,0.002041928,0.001486507],"domain_scores_gemma":[0.9910462,0.003329537,0.001408853,0.002746579,0.0002986295,0.001170134],"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":[0.001192479,0.001057484,0.006970594,0.001346158,0.0007179164,0.9325833,0.0003766156,0.002363069,0.0004482244,0.00002408871,0.003538561,0.04938149],"study_design_scores_gemma":[0.08288687,0.006161841,0.001373591,0.0007190711,0.002328894,0.7169561,0.0009935992,0.1227882,0.01944467,0.0001626569,0.04468903,0.001495449],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9890137,0.003037435,0.00003365124,0.00007505128,0.002067154,0.001974912,0.00003266843,0.0002876392,0.003477839],"genre_scores_gemma":[0.9938104,0.0003733116,0.0006118109,0.0004290581,0.0006817439,0.0008779902,0.00008345143,0.0002168267,0.002915473],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2156272,"threshold_uncertainty_score":0.9998204,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04477606828202894,"score_gpt":0.3407141990627162,"score_spread":0.2959381307806873,"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."}}