{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003293387,0.0003127755,0.001430907,0.0004210329,0.0001378563,0.00002894816,0.000120388,0.0001456493,0.0001163694],"category_scores_gemma":[0.0001655033,0.0002239546,0.0003375455,0.0006787473,0.0001712751,0.0001574205,0.00002283699,0.0001985254,0.000001680873],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008086859,"about_ca_system_score_gemma":0.00008384742,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000689636,"about_ca_topic_score_gemma":0.0004149266,"domain_scores_codex":[0.9972706,0.0003568988,0.0009140129,0.0004303762,0.0006500242,0.0003780169],"domain_scores_gemma":[0.9979218,0.0008469094,0.0005460758,0.0003031906,0.0002151,0.0001669573],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.3267539,0.005590762,0.653945,0.0002845754,0.003394917,0.000042993,0.007085537,0.0004399572,0.001761301,0.00001005271,0.00002854724,0.0006624932],"study_design_scores_gemma":[0.5838262,0.001930649,0.3884641,0.000118619,0.002965601,0.000006178801,0.0003670304,0.01880024,0.003377635,0.000002988817,0.000001544513,0.0001392545],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952488,0.0003977203,0.000157812,0.00005579092,0.00008570844,0.003662595,0.0002547948,0.00002225254,0.0001145397],"genre_scores_gemma":[0.9981316,0.00008562856,0.0003668703,0.00001527806,0.00007684081,0.0003730793,0.0008097127,0.00003286228,0.0001081622],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2654809,"threshold_uncertainty_score":0.9132602,"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."}}