{"id":"W1997095405","doi":"10.1038/bmt.2008.318","title":"Contaminating tumour cells in autologous PBSC grafts do not influence survival or relapse following transplant for multiple myeloma or B-cell non-Hodgkin's lymphoma","year":2008,"lang":"en","type":"article","venue":"Bone Marrow Transplantation","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian Blood Services; Ottawa Hospital; University of Ottawa","funders":"Canadian Blood Services","keywords":"Medicine; Lymphoma; Multiple myeloma; Non-Hodgkin's lymphoma; Bone marrow; Oncology; Transplantation; Autologous stem-cell transplantation; Internal medicine; Haematopoiesis; Immunology; Stem cell","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0005134409,0.0004676962,0.0008031414,0.0004029021,0.0003271593,0.00003968527,0.0001753938,0.0002563087,0.00003182812],"category_scores_gemma":[0.00023444,0.0003708888,0.0002772687,0.0004371825,0.00009709676,0.0003412595,0.00001303364,0.0002378592,0.00003598418],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002421837,"about_ca_system_score_gemma":0.0004632768,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008486057,"about_ca_topic_score_gemma":0.001834891,"domain_scores_codex":[0.9966466,0.0001729852,0.0008379019,0.0007272771,0.0007187102,0.0008965571],"domain_scores_gemma":[0.9978368,0.00118212,0.0001776973,0.0002983595,0.0001743798,0.0003306818],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.06149324,0.002070086,0.2562765,0.003019328,0.0003293004,0.04278795,0.01084897,0.0003880679,0.6071149,0.00001675392,0.00009138395,0.01556353],"study_design_scores_gemma":[0.05844413,0.001975381,0.6629186,0.00108272,0.0003755389,0.001104196,0.00041116,0.006403698,0.2664651,0.000008143234,0.0001487886,0.0006625621],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940856,0.00008621922,0.00218897,0.0001028461,0.0003011567,0.002400196,0.0004167514,0.000130771,0.000287547],"genre_scores_gemma":[0.9909695,0.0005184516,0.0062779,0.0001078424,0.00007879297,0.0004681851,0.0005654414,0.00008385373,0.000930027],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.406642,"threshold_uncertainty_score":0.9998743,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02572326029101404,"score_gpt":0.2817840047250371,"score_spread":0.2560607444340231,"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."}}