{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005241573,0.0001628468,0.0003784685,0.001281015,0.0006257637,0.0008437543,0.0005138122,0.0002490337,0.001763834],"category_scores_gemma":[0.002443143,0.0001541754,0.0002601683,0.003125655,0.0002495126,0.0002395589,0.0006708934,0.0003097136,0.0002327385],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002690908,"about_ca_system_score_gemma":0.001950808,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4434356,"about_ca_topic_score_gemma":0.5171943,"domain_scores_codex":[0.9995114,0.00008602194,0.00005044951,0.00009274184,0.0001458903,0.0001135855],"domain_scores_gemma":[0.9984598,0.0002400893,0.000442399,0.0001034448,0.0003568665,0.000397451],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001380703,0.000009906733,0.9989059,0.000006274934,0.00002409064,0.00001805743,0.0000435357,0.00002205379,0.00004200329,0.000006302408,0.00017638,0.0006073146],"study_design_scores_gemma":[0.00001549958,0.0000326911,0.9990981,0.000006757446,0.00002180679,0.00008106032,0.0002939964,0.0001608546,0.00002447419,0.000006354939,0.0002564197,0.000002041254],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997186,0.000118176,0.00002058795,0.00003627719,0.000001896078,0.000009276432,0.00231437,0.000002082692,0.0003113662],"genre_scores_gemma":[0.9968969,0.00007443404,0.00002974133,0.00002139187,0.000003197732,0.0000103714,0.002830304,0.000001592962,0.0001321311],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5565644,"threshold_uncertainty_score":0.881709,"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."}}