{"id":"W4401856276","doi":"10.3390/medicina60081351","title":"Atypical Plasma Cell Leukemia Mistaken for Acute Leukemia: A Case Report","year":2024,"lang":"en","type":"article","venue":"Medicina","topic":"Chronic Lymphocytic Leukemia Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Immunophenotyping; Pathology; Plasma cell leukemia; Leukemia; Medicine; Plasma cell; Plasma cell neoplasm; Lymphoma; Acute leukemia; Immunology; Cancer research; Flow cytometry; Bone marrow; Plasmacytoma","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"],"consensus_categories":[],"category_scores_codex":[0.0009743261,0.000372681,0.000721323,0.0002742483,0.0001598103,0.00007022771,0.000214208,0.0003971629,0.000445024],"category_scores_gemma":[0.0006847212,0.0002887092,0.0003218689,0.0005006363,0.0003308733,0.0001089103,0.000122406,0.000793741,0.0003547389],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.03396909,"about_ca_system_score_gemma":0.02584635,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005966503,"about_ca_topic_score_gemma":0.00006991796,"domain_scores_codex":[0.9964074,0.00004563999,0.0007462338,0.0009340852,0.0009346794,0.000931962],"domain_scores_gemma":[0.9973488,0.0007269243,0.00008193674,0.0009398169,0.0002124359,0.0006901228],"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":[0.001180363,0.0000647447,0.00002096825,0.001670429,0.0004592212,0.7722814,0.001160074,0.00001589553,0.003365692,0.0002037836,0.210315,0.009262457],"study_design_scores_gemma":[0.0167763,0.001054481,0.00002553915,0.0006835872,0.001320787,0.5629485,0.0006922894,0.1470118,0.0162363,0.0001901435,0.2526788,0.000381529],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9663324,0.002205667,0.003298122,0.002522529,0.001524896,0.001977261,0.00006313678,0.0005530511,0.02152295],"genre_scores_gemma":[0.9474003,0.0001210227,0.002248431,0.0005169346,0.001805735,0.0001956259,0.0001960593,0.0001384604,0.04737744],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2093329,"threshold_uncertainty_score":0.9999565,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02671336792111543,"score_gpt":0.3475898540394737,"score_spread":0.3208764861183582,"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."}}