{"id":"W7094977196","doi":"","title":"DP044 | PRELIMINARY ANALYSIS OF CLL-ZANU2024, AN ITALIAN NON-INTERVENTIONAL STUDY ASSESSING THE REAL-WORLD USE OF ZANUBRUTINIB IN THE TREATMENT OF PATIENTS WITH CHRONIC LYMPHOCYTIC LEUKEMIA (CLL)","year":2025,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Medical History and Research","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"IGHV@; Chronic lymphocytic leukemia; Discontinuation; Concomitant; Cohort; Survival analysis; Chemotherapy; Interquartile range","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001392394,0.0002405176,0.00090138,0.001394424,0.0003504426,0.0003866411,0.001542713,0.00004647875,0.004922167],"category_scores_gemma":[0.00007994496,0.0001286459,0.0003364921,0.001088232,0.0007287369,0.001010608,0.0002240728,0.0002275615,7.874165e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009635866,"about_ca_system_score_gemma":0.0009565544,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01569935,"about_ca_topic_score_gemma":0.01323373,"domain_scores_codex":[0.9963212,0.0008806288,0.001187227,0.0003190927,0.001030827,0.000260999],"domain_scores_gemma":[0.9970601,0.0008623984,0.0009380523,0.0006315036,0.0004230763,0.00008491386],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001375258,0.006902769,0.9567174,0.0003977705,0.003738471,0.00003517266,0.01656228,0.002372532,0.0001595185,0.0006605815,0.002640727,0.00843753],"study_design_scores_gemma":[0.001642109,0.000639212,0.9890267,0.0007224653,0.001210011,2.355127e-7,0.002581633,0.001087858,0.0002349019,0.000156381,0.002553579,0.0001449265],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935663,0.001600259,0.00001358175,0.00002561738,0.0002058175,0.0009167478,0.000102339,0.000005135954,0.003564151],"genre_scores_gemma":[0.9972298,0.0005053967,0.000009810212,0.00002522414,0.00005968045,0.00006507341,0.00005152636,0.0000160961,0.002037412],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0323093,"threshold_uncertainty_score":0.9959875,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2972737724579451,"score_gpt":0.5478656944745658,"score_spread":0.2505919220166207,"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."}}