{"id":"W2991977565","doi":"10.1182/blood.v106.11.2932.2932","title":"Dose Intensive Induction Chemotherapy Does Not Decrease Tumor Contamination of Autograft or Improve Survival for Multiple Myeloma Patients Undergoing Autologous Stem Cell Transplant.","year":2005,"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 Calgary","funders":"","keywords":"Medicine; Multiple myeloma; Internal medicine; Etoposide; Autologous stem-cell transplantation; Chemotherapy; Melphalan; Transplantation; Surgery; Cyclophosphamide; Gastroenterology; Urology; Oncology","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":[0.0001936241,0.00009119009,0.0002053548,0.0001123348,0.00009246283,0.0001638764,0.00009419879,0.0001593153,0.002813116],"category_scores_gemma":[0.0008300676,0.00003780321,0.0001853042,0.0001490583,0.00007863755,0.0001205675,0.000121106,0.0003564942,0.0002184719],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001440957,"about_ca_system_score_gemma":0.0001566459,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001397202,"about_ca_topic_score_gemma":0.0003956416,"domain_scores_codex":[0.9999175,0.00002558123,0.000007282928,0.00001160954,0.00001839332,0.00001969562],"domain_scores_gemma":[0.9993457,0.0001872887,0.0002476685,0.00005563978,0.00002731522,0.000136406],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01470015,0.001790832,0.6790652,0.0002046008,0.0003092596,0.0007675251,0.0001365401,0.001306159,0.04184339,0.0001828164,0.002596251,0.2570973],"study_design_scores_gemma":[0.0003144447,0.01000595,0.980112,0.00002842767,0.0001687037,0.001567194,0.00004274716,0.000781198,0.004829391,0.0001383585,0.002006626,0.00000502858],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979176,0.0009272841,0.0002203705,0.00008613126,0.00001195697,0.00000985283,0.00006776179,0.0000162417,0.0007428339],"genre_scores_gemma":[0.9992642,0.0001527548,0.0001537366,0.00004440699,0.00001366515,0.000006842726,0.0001489714,0.000002098439,0.0002133929],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002813116,"threshold_uncertainty_score":0.009410858,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0197276726554746,"score_gpt":0.2706630612648186,"score_spread":0.250935388609344,"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."}}