{"id":"W4407133484","doi":"10.1097/cmr.0000000000001025","title":"Diagnosis and management of concurrent metastatic melanoma and chronic myelomonocytic leukemia","year":2025,"lang":"en","type":"article","venue":"Melanoma Research","topic":"Chronic Lymphocytic Leukemia Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Columbia College","funders":"National Cancer Institute","keywords":"Medicine; Chronic myelomonocytic leukemia; Azacitidine; Melanoma; Chronic lymphocytic leukemia; Oncology; Internal medicine; Venetoclax; Adverse effect; Leukemia; Incidence (geometry); Cancer research; Myelodysplastic syndromes","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":[],"consensus_categories":[],"category_scores_codex":[0.001702407,0.0002423372,0.0006150546,0.0007408325,0.0001844577,0.00006864971,0.0002759046,0.0001090906,0.0001860738],"category_scores_gemma":[0.0002141775,0.0002067493,0.00008063068,0.000983139,0.0009285634,0.00008791063,0.0008556554,0.0005220561,0.0000438475],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01034707,"about_ca_system_score_gemma":0.004550042,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006122488,"about_ca_topic_score_gemma":0.00006956502,"domain_scores_codex":[0.9966061,0.0003087272,0.0005119915,0.0006704952,0.001061681,0.0008410374],"domain_scores_gemma":[0.9977095,0.0009572012,0.00006061237,0.0006784702,0.0002804794,0.0003137937],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00126158,0.0007232217,0.02864685,0.03672309,0.003347884,0.003129608,0.001019761,0.00002084338,0.00276526,0.05680209,0.01388683,0.851673],"study_design_scores_gemma":[0.1801646,0.01096556,0.354557,0.02120214,0.002947803,0.001732585,0.007029287,0.09842787,0.14892,0.008663149,0.1631968,0.002193146],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9572272,0.02932813,0.00009697728,0.0009907065,0.0001081969,0.001927406,0.00001532959,0.00003755382,0.01026852],"genre_scores_gemma":[0.9782584,0.01601204,0.0004980562,0.00003530668,0.00005312952,0.0004928186,0.00001597716,0.00003086627,0.004603344],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8494799,"threshold_uncertainty_score":0.993452,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07022703719261053,"score_gpt":0.4004040239241127,"score_spread":0.3301769867315021,"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."}}