{"id":"W3174136736","doi":"10.1159/000516748","title":"Lymphocytosis with Smudge Cells Is Not Equivalent to Chronic Lymphocytic Leukemia","year":2021,"lang":"en","type":"article","venue":"Case Reports in Oncology","topic":"Chronic Lymphocytic Leukemia Research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Victoria Regional Health Centre; Western University","funders":"","keywords":"Lymphocytosis; Medicine; Chronic lymphocytic leukemia; Leukocytosis; Pathology; Bone marrow; Hairy cell leukemia; Leukemia; Lymph node biopsy; Lymphoproliferative disorders; Gastroenterology; Lymph node; Lymphoma; Internal medicine","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":[0.0009564214,0.0004500932,0.001199883,0.0004265422,0.0001247036,0.00004788265,0.0001463331,0.000494536,0.001792935],"category_scores_gemma":[0.0005006344,0.0003983823,0.0002080825,0.001123771,0.0003130272,0.00009599976,0.0005156418,0.0004723913,0.0003902787],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.4062097,"about_ca_system_score_gemma":0.2124228,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002542672,"about_ca_topic_score_gemma":0.001443108,"domain_scores_codex":[0.9949065,0.0001994639,0.001194449,0.001436344,0.0009511961,0.001312018],"domain_scores_gemma":[0.9960596,0.0005182116,0.0002792231,0.001845146,0.0004410775,0.0008567366],"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":[0.0007569708,0.0001712707,0.0002275256,0.0004316415,0.0001747747,0.9564393,0.0006601787,0.001628266,0.02096385,0.00004364139,0.008934811,0.009567804],"study_design_scores_gemma":[0.01602484,0.001865648,0.000102025,0.0003690623,0.0001993084,0.6709815,0.0003728151,0.004786236,0.1985288,0.00002894646,0.1063182,0.0004227026],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9810336,0.001149271,0.0001666181,0.001109996,0.0006614325,0.001141237,0.00001349948,0.0001229183,0.01460143],"genre_scores_gemma":[0.9843935,0.0004016131,0.001924514,0.00484329,0.0004274377,0.0003052792,0.00002664412,0.0001101035,0.007567645],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2854578,"threshold_uncertainty_score":0.9998468,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03420742002947665,"score_gpt":0.3486808900265752,"score_spread":0.3144734699970986,"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."}}