{"id":"W2090051815","doi":"10.1038/bmt.2014.213","title":"Serum immunoglobulin free light chains and post-transplant lymphoproliferative disorder among allogeneic hematopoietic stem cell transplant recipients","year":2014,"lang":"en","type":"article","venue":"Bone Marrow Transplantation","topic":"Hematopoietic Stem Cell Transplantation","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"National Institutes of Health","keywords":"Medicine; Post-transplant lymphoproliferative disorder; Immunoglobulin light chain; Hematopoietic stem cell transplantation; Hematopoietic stem cell; Antibody; Immunology; Transplantation; Stem cell; Haematopoiesis; Lymphoproliferative disorders; Hematopoietic cell; Internal medicine; Lymphoma; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002869985,0.0003658909,0.0003026798,0.0008639108,0.0004475605,0.0005181938,0.0002705764,0.0005670805,0.001854468],"category_scores_gemma":[0.001119354,0.0002360048,0.0003025012,0.0006046097,0.0004156402,0.0005252568,0.0002690848,0.0007260432,0.0002278034],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002389013,"about_ca_system_score_gemma":0.0002628528,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001268311,"about_ca_topic_score_gemma":0.001105255,"domain_scores_codex":[0.9998223,0.0000395694,0.0000187272,0.00002240769,0.00002786523,0.00006913212],"domain_scores_gemma":[0.9993194,0.0001861637,0.0001839081,0.00003166293,0.00003973789,0.0002390471],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006880448,0.000188465,0.9946089,0.000006300175,0.00002569245,0.001362838,0.0000828775,0.00004760725,0.001855166,0.00003169533,0.00004568836,0.00105685],"study_design_scores_gemma":[0.00002848984,0.0006576415,0.9929225,0.000005198637,0.00005659168,0.004819791,0.0004922422,0.0003210785,0.0004821755,0.00007613218,0.0001301444,0.000007915727],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999648,0.00006079231,0.00002082172,0.00002344016,0.000004110741,0.000001555461,0.00001838608,0.000001567135,0.0002214443],"genre_scores_gemma":[0.9998013,0.00002820935,0.00001202535,0.00001940876,0.00000957197,0.00000161452,0.00003168092,6.767838e-7,0.00009545766],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001854468,"threshold_uncertainty_score":0.00620383,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006435022198894733,"score_gpt":0.2091642398415212,"score_spread":0.2027292176426265,"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."}}