{"id":"W2537944738","doi":"10.1182/blood.v124.21.2549.2549","title":"Prognostic Factors and Outcomes in Allogeneic Hematopoietic Stem Cell Transplant Vs. Non-Transplant Chronic Lymphocytic Leukemia (CLL) Patients: A Comparative Analysis with the Leukemia/BMT Program of British Columbia (BC) and the BC Provincial CLL Database","year":2014,"lang":"en","type":"article","venue":"Blood","topic":"Chronic Lymphocytic Leukemia Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Leukemia & Lymphoma Society of Canada; Vancouver General Hospital; University of British Columbia; BC Cancer Agency","funders":"","keywords":"Medicine; Fludarabine; Chronic lymphocytic leukemia; Hematopoietic stem cell transplantation; Internal medicine; Busulfan; Transplantation; Cohort; Population; Alemtuzumab; Cyclophosphamide; Oncology; Leukemia; Chemotherapy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007078052,0.0004231845,0.00150266,0.0001657455,0.0002022342,0.0001783995,0.0003958154,0.000176209,0.00001705845],"category_scores_gemma":[0.00003727533,0.0002893956,0.0002101775,0.0007930657,0.001260164,0.0001345257,0.0001193097,0.0004412113,0.000002844265],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.005266501,"about_ca_system_score_gemma":0.007782883,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.08888455,"about_ca_topic_score_gemma":0.1752767,"domain_scores_codex":[0.9963251,0.0003847354,0.0007749776,0.0007942006,0.0009498625,0.000771114],"domain_scores_gemma":[0.9974155,0.001106741,0.0003000829,0.0007324637,0.0001736229,0.000271543],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001347692,0.001230241,0.9834718,0.002825926,0.002151869,0.000256413,0.0073758,0.0002210155,0.0001514636,0.00001475497,0.00008882587,0.0008642047],"study_design_scores_gemma":[0.1796779,0.003994931,0.7552583,0.001606383,0.01265295,0.0004624711,0.001549306,0.04169784,0.002088544,0.00001172356,0.0001077386,0.0008918738],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944021,0.0006033703,0.00006199301,0.00003418553,0.00002616337,0.004376883,0.0003257892,0.00005511651,0.0001144355],"genre_scores_gemma":[0.9986134,0.0002712833,0.00008923508,0.00005425799,0.00003722042,0.00049628,0.0002318748,0.00004501086,0.0001614568],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2282135,"threshold_uncertainty_score":0.9999558,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008856801126883319,"score_gpt":0.235529504434923,"score_spread":0.2266727033080397,"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."}}