{"id":"W4368617708","doi":"10.14740/jh1096","title":"<i>De-Novo</i> B-Cell Prolymphocytic Leukemia","year":2023,"lang":"fa","type":"article","venue":"Journal of Hematology","topic":"Chronic Lymphocytic Leukemia Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Prolymphocytic leukemia; Medicine; Hairy cell leukemia; Chronic lymphocytic leukemia; Mantle cell lymphoma; Ibrutinib; Cladribine; Leukemia; Pathology; Bone marrow examination; Context (archaeology); Bone marrow; Lymphoma; Immunology; Internal medicine; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002766779,0.0004680091,0.001762355,0.00105236,0.0001577896,0.00007746983,0.0008632817,0.0007459166,0.0009007874],"category_scores_gemma":[0.001579584,0.0003959698,0.0006124268,0.00140728,0.0005266349,0.0002009153,0.0003465002,0.001470034,0.003910901],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.03755192,"about_ca_system_score_gemma":0.07539898,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001124836,"about_ca_topic_score_gemma":0.000007438587,"domain_scores_codex":[0.9940276,0.0004469253,0.001928091,0.0004438901,0.001317932,0.001835625],"domain_scores_gemma":[0.9951068,0.001444102,0.001062558,0.0007688229,0.0006868141,0.0009309641],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"case_report","study_design_scores_codex":[0.007647647,0.001738968,0.008461118,0.01495361,0.002506496,0.2429423,0.006037733,0.001771796,0.0325835,0.01034075,0.6599238,0.01109227],"study_design_scores_gemma":[0.1836197,0.006797361,0.0008710781,0.004426531,0.002451759,0.4572147,0.004644325,0.07054453,0.09964951,0.00523965,0.1630618,0.001478986],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9625042,0.01777517,0.0003100522,0.003695333,0.002648695,0.0006060267,0.00001263682,0.00009633103,0.01235157],"genre_scores_gemma":[0.9771376,0.00379148,0.0003842202,0.0009398405,0.001468577,0.00001435706,0.000008190061,0.0001349668,0.01612074],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.496862,"threshold_uncertainty_score":0.9998492,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0213237337527942,"score_gpt":0.310980352552417,"score_spread":0.2896566187996227,"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."}}