{"id":"W3177359439","doi":"10.1002/hon.50_2880","title":"UNFAVORABLE GENETICS IMPACT MRD RESPONSE TO VENETOCLAX+RITUXIMAB RETREATMENT IN RELAPSED OR REFRACTORY CHRONIC LYMPHOCYTIC LEUKEMIA (R/R CLL): PHASE 3 MURANO SUBSTUDY","year":2021,"lang":"en","type":"article","venue":"Hematological Oncology","topic":"Chronic Lymphocytic Leukemia Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Bendamustine; Venetoclax; Rituximab; Internal medicine; Chronic lymphocytic leukemia; Oncology; Gastroenterology; Minimal residual disease; clone (Java method); Refractory (planetary science); Progression-free survival; Leukemia; Lymphoma; Chemotherapy; Genetics; Biology","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":["insufficient_payload"],"category_scores_codex":[0.001448546,0.0006340077,0.002206228,0.0004433195,0.0001642421,0.00004458915,0.0004300771,0.00101882,0.00303983],"category_scores_gemma":[0.003470809,0.000459008,0.0003654139,0.001702567,0.0003784624,0.00006958511,0.0004603247,0.0009204698,0.001079222],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.3829845,"about_ca_system_score_gemma":0.1637713,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005680794,"about_ca_topic_score_gemma":0.000885379,"domain_scores_codex":[0.9931243,0.001506861,0.001334751,0.001411781,0.000863893,0.001758438],"domain_scores_gemma":[0.9941042,0.002782293,0.0002277491,0.001481103,0.0003368914,0.001067739],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.3044057,0.01451103,0.006239196,0.001487787,0.001588492,0.4604846,0.003029068,0.006736487,0.1508634,0.0004476979,0.0164337,0.03377294],"study_design_scores_gemma":[0.5728205,0.1151676,0.01095293,0.001430048,0.0008230191,0.05364991,0.001600361,0.06512289,0.07796749,0.0004866286,0.09777288,0.00220575],"study_design_candidate":"randomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9897217,0.005808546,0.00004646458,0.0007868254,0.0002720532,0.00194527,0.00002688651,0.0001858951,0.001206346],"genre_scores_gemma":[0.9926019,0.001056732,0.001987674,0.001043743,0.0001606593,0.0004312502,0.00007827806,0.00009045972,0.00254932],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4068347,"threshold_uncertainty_score":0.9997861,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05772649493114061,"score_gpt":0.4269626584566331,"score_spread":0.3692361635254924,"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."}}