{"id":"W3158402787","doi":"10.14740/jh818","title":"<i>MYC</i>-Positive Diffuse Large B-Cell Lymphoma in Leukemic Phase at Presentation: A Diagnostic and Therapeutic Challenge","year":2021,"lang":"en","type":"article","venue":"Journal of Hematology","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Immunophenotyping; Vincristine; Lymphoma; Lenalidomide; Diffuse large B-cell lymphoma; Rituximab; Cyclophosphamide; Pathology; Internal medicine; Oncology; Multiple myeloma; Gastroenterology; Immunology; Chemotherapy; Flow cytometry","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":[],"consensus_categories":[],"category_scores_codex":[0.0001144901,0.000149122,0.000569718,0.0001253361,0.00004886233,0.00001127616,0.00004539279,0.0001027941,0.00007926607],"category_scores_gemma":[0.0001270871,0.0001152119,0.0001161516,0.0001101886,0.00005170782,0.00005937208,0.00005371998,0.00009331035,0.0000151065],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002630229,"about_ca_system_score_gemma":0.00022534,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007967131,"about_ca_topic_score_gemma":0.00004591062,"domain_scores_codex":[0.9988078,0.0001286148,0.0004597934,0.0001811967,0.0001796613,0.0002428845],"domain_scores_gemma":[0.9985098,0.0008340501,0.0002322166,0.0001444466,0.000129762,0.0001497391],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.003329308,0.1050683,0.7042829,0.0008048124,0.001489428,0.1298808,0.009350107,0.000003432127,0.009337732,0.006081008,0.00369169,0.02668044],"study_design_scores_gemma":[0.3911633,0.006262224,0.3187535,0.001436271,0.001799288,0.1243303,0.002883248,0.0003776132,0.1417051,0.00197212,0.008731139,0.0005858336],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.953313,0.04227156,0.00001892899,0.00352558,0.0001309499,0.0001722218,0.000008915135,0.000005641597,0.0005531932],"genre_scores_gemma":[0.9934996,0.005374777,0.000112005,0.0007787538,0.00006436348,0.00001744937,0.00001049452,0.00001503343,0.0001275235],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.387834,"threshold_uncertainty_score":0.4698205,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01526337934594468,"score_gpt":0.2977555223079962,"score_spread":0.2824921429620516,"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."}}