{"id":"W2163320846","doi":"10.1182/blood-2005-06-2573","title":"Tandem autologous stem cell transplantation in high-risk de novo multiple myeloma: final results of the prospective and randomized IFM 99-04 protocol","year":2005,"lang":"en","type":"article","venue":"Blood","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":94,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hotel Dieu Hospital","funders":"","keywords":"Melphalan; Medicine; Transplantation; Multiple myeloma; Regimen; Autologous stem-cell transplantation; Population; Internal medicine; Surgery; Oncology; Urology; Gastroenterology","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":[0.015295,0.002749602,0.003489488,0.000806089,0.001265097,0.002846527,0.002325073,0.003929527,0.01360867],"category_scores_gemma":[0.008885475,0.001207502,0.003179012,0.001035251,0.001403492,0.0009312184,0.001631208,0.004612435,0.004080075],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003040959,"about_ca_system_score_gemma":0.007995105,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001567017,"about_ca_topic_score_gemma":0.003063779,"domain_scores_codex":[0.9923361,0.005749661,0.000425699,0.0003719771,0.0005188427,0.0005977165],"domain_scores_gemma":[0.996219,0.000803692,0.0008250965,0.0006428911,0.0005427695,0.0009665942],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9279878,0.009389413,0.001027885,0.001489756,0.001192195,0.0001406044,0.00009498067,0.001740887,0.002533067,0.001727757,0.01754898,0.03512665],"study_design_scores_gemma":[0.9298343,0.03542987,0.002287793,0.0006323854,0.0008043584,0.00008510695,0.00003203724,0.0009689222,0.00140672,0.001320723,0.02715424,0.00004349068],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"empirical","genre_scores_codex":[0.1331131,0.005731542,0.01465048,0.007591473,0.00254784,0.7890949,0.02097788,0.0007694298,0.02552341],"genre_scores_gemma":[0.102144,0.002825478,0.02372271,0.00634111,0.001124664,0.8400707,0.01042289,0.0001489158,0.01319957],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.015295,"threshold_uncertainty_score":0.08088863,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01433486973002101,"score_gpt":0.2742035298222019,"score_spread":0.2598686600921809,"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."}}