{"id":"W4385636839","doi":"10.1159/000531592","title":"Delayed Diagnosis of T-Cell Prolymphocytic Leukemia: Approach to Chronic Lymphocytosis","year":2023,"lang":"en","type":"article","venue":"Case Reports in Oncology","topic":"Chronic Lymphocytic Leukemia Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Victoria Regional Health Centre; Western University","funders":"","keywords":"Medicine; Lymphocytosis; Chronic lymphocytic leukemia; Hepatosplenomegaly; Prolymphocytic leukemia; Lymphoproliferative disorders; CD5; Immunology; Population; Alemtuzumab; Pathology; Leukemia; Gastroenterology; Internal medicine; Lymphoma; 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"],"consensus_categories":[],"category_scores_codex":[0.0018227,0.000354515,0.001192366,0.001077458,0.0000831936,0.00001516325,0.0001802709,0.0005753375,0.00011678],"category_scores_gemma":[0.001114142,0.000332907,0.000235599,0.002575218,0.0002903858,0.00007871888,0.0004696107,0.0003954527,0.0001562378],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.1156351,"about_ca_system_score_gemma":0.05040175,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00302768,"about_ca_topic_score_gemma":0.0003245378,"domain_scores_codex":[0.9954795,0.000194673,0.00145108,0.001020098,0.0007468819,0.00110776],"domain_scores_gemma":[0.9967698,0.0007696067,0.0003667104,0.001302754,0.0002529213,0.0005381377],"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":[0.00120418,0.001618336,0.004772556,0.002746249,0.0002995381,0.9180376,0.002355685,0.008351821,0.009706188,0.0001150315,0.02364069,0.02715215],"study_design_scores_gemma":[0.04706612,0.006859213,0.001092729,0.0005958866,0.0005734731,0.728526,0.001951645,0.06987408,0.1018293,0.0002146167,0.04032253,0.00109439],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9712021,0.0009156826,0.00007573038,0.0002161337,0.0003856808,0.002100487,0.00001108948,0.0001840243,0.02490906],"genre_scores_gemma":[0.9942505,0.0006555791,0.001293883,0.0002705333,0.0002395824,0.001703955,0.00006651393,0.00009433438,0.001425062],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1895116,"threshold_uncertainty_score":0.9999123,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03544251760116716,"score_gpt":0.3410128336074422,"score_spread":0.305570316006275,"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."}}