{"id":"W4414152096","doi":"10.1080/10428194.2025.2537597","title":"XXI International Workshop on CLL 2025","year":2025,"lang":"en","type":"article","venue":"Leukemia & lymphoma/Leukemia and lymphoma","topic":"Linguistic Education and Pedagogy","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ibrutinib; Venetoclax; Chronic lymphocytic leukemia; Lymphoma; Phases of clinical research; Leukemia","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0018829,0.001155226,0.0006756993,0.00190702,0.0007512104,0.003737028,0.001730388,0.002977709,0.3080954],"category_scores_gemma":[0.003047997,0.0003284612,0.0008104166,0.0009829093,0.0006049518,0.002251884,0.003865625,0.003054051,0.1675738],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001605786,"about_ca_system_score_gemma":0.003100201,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001261839,"about_ca_topic_score_gemma":0.00267053,"domain_scores_codex":[0.9989774,0.0002313438,0.0000895094,0.0001661638,0.0003390878,0.000196453],"domain_scores_gemma":[0.997412,0.0002272099,0.0001281249,0.0001240475,0.0008985803,0.00121002],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000735896,0.00004057966,0.0002971479,0.0003915778,0.000007216415,0.0001942459,0.00004467072,0.00006402209,0.0005071154,0.002036965,0.7822272,0.2141156],"study_design_scores_gemma":[0.000006328693,0.00002352716,0.0002251971,0.0003512425,0.000003241645,0.0002674856,0.00003371534,0.00002012842,0.00006892718,0.0005039272,0.9984928,0.000003489961],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002792199,0.1158556,0.005251565,0.1051154,0.2158928,0.0005850316,0.002873548,0.001577295,0.5500566],"genre_scores_gemma":[0.01037418,0.08287953,0.003663329,0.02366551,0.07062467,0.0004757875,0.004298527,0.000502629,0.8035159],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3080954,"threshold_uncertainty_score":0.986918,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02811862909669171,"score_gpt":0.2908320198891648,"score_spread":0.2627133907924731,"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."}}