{"id":"W2579821503","doi":"10.1182/blood.v112.11.3315.3315","title":"Steroid Refractoriness, but Not Rapidity of Response, to Induction Therapy Predicts for Outcome Post-Autologous Stem Cell Transplant (ASCT) in Patients (Pts) with Multiple Myeloma (MM)","year":2008,"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":"Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Salvage therapy; Dexamethasone; Internal medicine; Oncology; Multiple myeloma; Maintenance therapy; Autologous stem-cell transplantation; Vincristine; Surgery; Chemotherapy; Cyclophosphamide","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":[0.0004928283,0.000102293,0.0002158247,0.0006805644,0.0001870984,0.0003483465,0.0001891849,0.000240781,0.001099671],"category_scores_gemma":[0.001841089,0.0001107323,0.0002055432,0.0009416959,0.0002350605,0.0002220684,0.0001687163,0.0002189123,0.0002773495],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002088383,"about_ca_system_score_gemma":0.0002429079,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006962752,"about_ca_topic_score_gemma":0.00101654,"domain_scores_codex":[0.9997713,0.00005201555,0.00005565169,0.00004145156,0.00005305654,0.00002657404],"domain_scores_gemma":[0.9974261,0.0008047537,0.001373028,0.0000734637,0.0001671187,0.0001554236],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009436815,0.000007861655,0.9967589,0.000021214,0.00001223829,0.0004458905,0.00003202162,0.00001683321,0.0003343199,0.000004508303,0.00004876004,0.002223152],"study_design_scores_gemma":[0.000007104627,0.0001683665,0.9950292,0.00001018097,0.00003470021,0.004014298,0.0000805663,0.00008061741,0.0002837321,0.000008651869,0.0002810681,0.000001560545],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984947,0.0009857268,0.00005806952,0.00002150768,0.000002798291,0.000006371654,0.0001671917,0.00000234032,0.0002612808],"genre_scores_gemma":[0.9994445,0.0002927437,0.00004578815,0.00001494089,0.000008234147,0.000004347167,0.0001437806,7.944893e-7,0.00004481051],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001099671,"threshold_uncertainty_score":0.003678799,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03956711233836863,"score_gpt":0.273261040609517,"score_spread":0.2336939282711484,"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."}}