{"id":"W2601212590","doi":"10.1182/blood.v120.21.4518.4518","title":"Absolute Lymphocyte Count At Day+15 and +30 Post-ASCT As Predictors of Early and 1-Year Mortality for Patients with AL Amyloidosis Treated with a Single Autologous Stem Cell Transplant","year":2012,"lang":"en","type":"article","venue":"Blood","topic":"Amyloidosis: Diagnosis, Treatment, Outcomes","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; AL amyloidosis; Autologous stem-cell transplantation; Melphalan; Internal medicine; Multiple myeloma; Univariate analysis; Proportional hazards model; Transplantation; Hazard ratio; Oncology; Survival analysis; Hematopoietic stem cell transplantation; Surgery; Immunology; Confidence interval; Antibody; Multivariate analysis","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004548075,0.0001833054,0.0002648192,0.000447166,0.00026815,0.0004988508,0.0002082042,0.0002913648,0.00148208],"category_scores_gemma":[0.001410979,0.0001287452,0.0003583285,0.0003977605,0.0001804442,0.0003076301,0.0003033064,0.0004517247,0.0001790674],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002102885,"about_ca_system_score_gemma":0.0002021296,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006392685,"about_ca_topic_score_gemma":0.000841598,"domain_scores_codex":[0.999793,0.00005931779,0.00002703551,0.00003401929,0.00004590368,0.00004069572],"domain_scores_gemma":[0.9987238,0.0003800986,0.0004859063,0.00004184648,0.0000990583,0.0002693336],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003219536,0.00001741012,0.9985593,0.000004761361,0.00001531248,0.00008372255,0.00002016428,0.00005485053,0.0001894612,0.000004986661,0.00004222274,0.0006859116],"study_design_scores_gemma":[0.00001449996,0.0003739338,0.9981593,0.00000529494,0.00002963556,0.0004935107,0.00008559059,0.0005844477,0.0001281588,0.00001269499,0.0001100845,0.000002800077],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996865,0.0001056083,0.00002844181,0.00001763288,0.000002251928,0.000002311301,0.00005954065,0.000001453774,0.0000962577],"genre_scores_gemma":[0.9997529,0.00002802565,0.00002319471,0.000007658468,0.000006029539,0.000003606874,0.0001153623,4.770574e-7,0.00006255743],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00148208,"threshold_uncertainty_score":0.004958034,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006454290962888688,"score_gpt":0.2042070108680706,"score_spread":0.197752719905182,"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."}}