{"id":"W2084542540","doi":"10.1182/blood-2009-06-229658","title":"Bortezomib and high-dose melphalan as conditioning regimen before autologous stem cell transplantation in patients with de novo multiple myeloma: a phase 2 study of the Intergroupe Francophone du Myélome (IFM)","year":2009,"lang":"en","type":"article","venue":"Blood","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":171,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hotel Dieu Hospital","funders":"","keywords":"Medicine; Melphalan; Bortezomib; Multiple myeloma; Regimen; Autologous stem-cell transplantation; Internal medicine; Transplantation; Surgery; 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":[0.00151632,0.0009117368,0.001263058,0.0003008124,0.0002448439,0.0005220181,0.0004689832,0.0007554161,0.001053175],"category_scores_gemma":[0.0006066944,0.0003427112,0.0009700707,0.000298071,0.0004644565,0.0003856553,0.0002743997,0.001273425,0.0002532998],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008100796,"about_ca_system_score_gemma":0.0009231538,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007016342,"about_ca_topic_score_gemma":0.001923247,"domain_scores_codex":[0.999455,0.0003233407,0.0000265269,0.00007114962,0.00004634609,0.00007753253],"domain_scores_gemma":[0.9995784,0.00006563501,0.0001001068,0.00003615444,0.00001647697,0.0002032513],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.7027974,0.09021244,0.05075275,0.0005131473,0.001844688,0.0004556566,0.0003172836,0.001545388,0.03757448,0.0002052944,0.001943621,0.1118379],"study_design_scores_gemma":[0.3194328,0.5716192,0.09915277,0.00004955695,0.0007617365,0.0006401555,0.00007054744,0.0009386857,0.003806413,0.0001246216,0.003374171,0.00002931128],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975414,0.001429164,0.0001078127,0.0001409575,0.00004709302,0.0003143389,0.00009867322,0.000007599434,0.000313019],"genre_scores_gemma":[0.9944732,0.001587438,0.0008458757,0.0006059207,0.0002368196,0.0006561829,0.0008169615,0.000006460648,0.0007711613],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00151632,"threshold_uncertainty_score":0.008019149,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006386028454849118,"score_gpt":0.2424116482619217,"score_spread":0.2360256198070726,"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."}}