{"id":"W2567835463","doi":"10.1182/blood.v116.21.4580.4580","title":"The Use of Novel Agents In Patients with Multiple Myeloma Initially Treated with Allogeneic Stem Cell Transplantation Results In A Significant Prolongation of Post Relapse Survival.","year":2010,"lang":"en","type":"article","venue":"Blood","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Multiple myeloma; Cohort; Transplantation; Population; Internal medicine; Hematopoietic stem cell transplantation; Surgery; Donor lymphocyte infusion; Progression-free survival; Median follow-up; Oncology; Overall survival","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":[0.0003133463,0.0001620089,0.0002865162,0.0001635983,0.0002015717,0.0002631964,0.0001147123,0.0002184805,0.001309183],"category_scores_gemma":[0.0009890741,0.00005354818,0.0002125563,0.0001975066,0.0001517921,0.0002273406,0.0001468655,0.0004150591,0.0002394367],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002020304,"about_ca_system_score_gemma":0.0001794037,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001426187,"about_ca_topic_score_gemma":0.0004413488,"domain_scores_codex":[0.9998581,0.00003499557,0.00001761372,0.00002496322,0.00003849293,0.00002570557],"domain_scores_gemma":[0.9994085,0.0001859067,0.0002416923,0.00002492502,0.00003243001,0.0001065436],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003072757,0.0006037847,0.8107901,0.000173212,0.0001915878,0.002201425,0.0001857071,0.0002960823,0.01842522,0.00007923494,0.001072104,0.1629089],"study_design_scores_gemma":[0.0002043014,0.01079989,0.9638578,0.00007758719,0.0002154709,0.01391252,0.0001349531,0.0005274646,0.005353542,0.0001246337,0.004782685,0.000009081201],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941306,0.004331942,0.0001899961,0.0001706462,0.00001956047,0.00001614158,0.00006828122,0.0000146691,0.001058292],"genre_scores_gemma":[0.9984804,0.0008424352,0.000201488,0.00009715441,0.00003814303,0.000008196289,0.0001078511,0.000002341871,0.0002220693],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001309183,"threshold_uncertainty_score":0.00437969,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03746768730328527,"score_gpt":0.2549513480998074,"score_spread":0.2174836607965221,"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."}}