{"id":"W2127143739","doi":"10.1182/blood.v99.3.731","title":"Comparison of 200 mg/m2 melphalan and 8 Gy total body irradiation plus 140 mg/m2 melphalan as conditioning regimens for peripheral blood stem cell transplantation in patients with newly diagnosed multiple myeloma: final analysis of the Intergroupe Francophone du Myelome 9502 randomized trial","year":2002,"lang":"en","type":"article","venue":"Blood","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":566,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hotel Dieu Hospital","funders":"","keywords":"Melphalan; Total body irradiation; Medicine; Transplantation; Conditioning; Surgery; Stem cell; Peripheral Blood Stem Cells; Peripheral blood; Hematopoietic stem cell transplantation; Chemotherapy; Internal medicine; Cyclophosphamide; Biology","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":[0.00168423,0.0009691429,0.001572689,0.0003397184,0.0001856358,0.0009496789,0.0007397928,0.001066064,0.002535853],"category_scores_gemma":[0.001158628,0.0003194925,0.001550351,0.0003163503,0.0005154295,0.0006860825,0.0003276246,0.001744542,0.000366024],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008154336,"about_ca_system_score_gemma":0.0006926437,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007045315,"about_ca_topic_score_gemma":0.002045332,"domain_scores_codex":[0.9990356,0.0006683999,0.00004811552,0.0001030723,0.00005613976,0.00008875543],"domain_scores_gemma":[0.9992597,0.00021922,0.0001865206,0.0000493083,0.00002307318,0.0002621599],"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":[0.9584132,0.005948836,0.002621428,0.0003127396,0.001370994,0.00004184601,0.00005113984,0.0006869402,0.003145196,0.0001069646,0.0006407235,0.02665987],"study_design_scores_gemma":[0.7777013,0.199467,0.0179346,0.00008769306,0.001261681,0.00009622864,0.00005319402,0.001278438,0.0007504445,0.0002658704,0.001076648,0.00002686077],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951484,0.003245581,0.0001205517,0.0002529825,0.0001335667,0.0002250545,0.0001500236,0.00001546549,0.0007083361],"genre_scores_gemma":[0.9955355,0.001744559,0.0003485322,0.0005588589,0.0002303605,0.0003229234,0.00044714,0.000009620423,0.0008025476],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002535853,"threshold_uncertainty_score":0.008907199,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01493534316314259,"score_gpt":0.2591304528636316,"score_spread":0.244195109700489,"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."}}