{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004833945,0.0001941765,0.0004688904,0.0001835986,0.0001655242,0.0005568935,0.0002288784,0.0002841715,0.001134349],"category_scores_gemma":[0.0009032643,0.0001448943,0.0002067861,0.0002259381,0.000434726,0.0003401048,0.000266426,0.0008593893,0.000279502],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001849145,"about_ca_system_score_gemma":0.0003025958,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004555931,"about_ca_topic_score_gemma":0.0007577427,"domain_scores_codex":[0.9996037,0.0001621152,0.00002806746,0.00003993667,0.00006790354,0.00009827724],"domain_scores_gemma":[0.9989036,0.0004923696,0.0001669075,0.000116598,0.00005123959,0.0002692385],"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":[0.02115256,0.003201512,0.02569215,0.0001346498,0.000114748,0.0004041048,0.0003069319,0.0005754831,0.9282463,0.0003996367,0.000277586,0.01949426],"study_design_scores_gemma":[0.001138665,0.05707729,0.2603796,0.00006787077,0.0007310015,0.002222857,0.0009060965,0.004595448,0.6680663,0.0006724008,0.004099772,0.00004274493],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993675,0.0003057513,0.00004652106,0.00001259579,0.00001161523,0.000003527666,0.00001486671,0.000004424347,0.0002332831],"genre_scores_gemma":[0.9994701,0.0001080346,0.00004589411,0.00001840658,0.00001122996,0.000004558629,0.00005929178,0.000007116246,0.0002755078],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001134349,"threshold_uncertainty_score":0.00379473,"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."}}