{"id":"W3029558579","doi":"10.3747/co.27.6291","title":"Updates from the American Society of Hematology 2019 Annual Meeting: Practice-Changing Studies in Treatment-Naïve Chronic Lymphocytic Leukemia","year":2020,"lang":"en","type":"article","venue":"Current Oncology","topic":"Chronic Lymphocytic Leukemia Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; Impact; Fluidigm (Canada); University of Manitoba; Southlake Regional Health Center; CancerCare Manitoba","funders":"Leukemia and Lymphoma Society of Canada; CancerCare Manitoba Foundation; Research Manitoba; Gilead Sciences; Canadian Institutes of Health Research; Teva Pharmaceutical Industries; Leukemia and Lymphoma Society; Celgene; AstraZeneca; Amgen","keywords":"Medicine; Chronic lymphocytic leukemia; Hematology; Hematologic Neoplasms; Internal medicine; Leukemia; Immunology; Cancer","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004952932,0.0003143481,0.001267967,0.000100103,0.00009697033,0.0000083992,0.0003002401,0.0001292879,0.00004582441],"category_scores_gemma":[0.001361221,0.0002155112,0.0002501227,0.0008038843,0.001220528,0.0001079422,0.000396813,0.0004127994,0.00008830553],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.08653319,"about_ca_system_score_gemma":0.02527827,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002251075,"about_ca_topic_score_gemma":0.0001976608,"domain_scores_codex":[0.9971388,0.0004538555,0.0006629528,0.0006031938,0.0003764235,0.0007647811],"domain_scores_gemma":[0.9948112,0.003771372,0.0005171208,0.0004330742,0.0002825524,0.0001846473],"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":[0.01061013,0.002173334,0.02844758,0.00303847,0.009078386,0.002184193,0.2373297,0.002814836,0.008012203,0.001451886,0.3708729,0.3239864],"study_design_scores_gemma":[0.0894377,0.01461668,0.001332656,0.00141913,0.001948181,0.001155613,0.1642915,0.1455467,0.01073333,0.0002556308,0.5683142,0.0009486489],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9299175,0.05737457,0.00004844733,0.01081724,0.0004708142,0.0009343488,0.00007749399,0.00008028325,0.0002793339],"genre_scores_gemma":[0.9730903,0.02316415,0.0007555887,0.001653755,0.0009705831,0.0001399897,0.0001084999,0.00004918007,0.00006795648],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3230377,"threshold_uncertainty_score":0.9802475,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1602645493577104,"score_gpt":0.4609101565436016,"score_spread":0.3006456071858912,"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."}}