{"id":"W2122021478","doi":"10.1182/blood-2005-09-3869","title":"Prospective comparison of autologous stem cell transplantation followed by dose-reduced allograft (IFM99-03 trial) with tandem autologous stem cell transplantation (IFM99-04 trial) in high-risk de novo multiple myeloma","year":2006,"lang":"en","type":"article","venue":"Blood","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":370,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Hospital","funders":"","keywords":"Medicine; Melphalan; Transplantation; Autologous stem-cell transplantation; Multiple myeloma; Surgery; Internal medicine; Regimen; Vincristine; Clinical trial; Stem cell; Cyclophosphamide; Chemotherapy; 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":[0.002289382,0.0007693971,0.001620041,0.0003386267,0.0002193726,0.0009446235,0.0009655746,0.00136517,0.001883578],"category_scores_gemma":[0.001356176,0.0002510422,0.001457789,0.0003660264,0.0007346866,0.0006042951,0.0004203283,0.002052391,0.0003824264],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007481684,"about_ca_system_score_gemma":0.0007141227,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004114292,"about_ca_topic_score_gemma":0.000958516,"domain_scores_codex":[0.9990872,0.0005990007,0.00004790985,0.00009834897,0.00005630127,0.0001112692],"domain_scores_gemma":[0.9990662,0.0002440638,0.0002629095,0.00009706791,0.00003323971,0.0002965433],"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":[0.9664564,0.004897647,0.00419448,0.0001585283,0.0006727631,0.00005443003,0.0000380513,0.0005379054,0.001943235,0.0001829327,0.0004118067,0.02045193],"study_design_scores_gemma":[0.6098997,0.363699,0.01959651,0.00010151,0.00124128,0.0002294922,0.0000540424,0.001296058,0.00129441,0.0005790977,0.001981195,0.00002773163],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951101,0.00287942,0.0001616093,0.0002303247,0.0001142345,0.0003729857,0.0001381937,0.00001613119,0.0009769591],"genre_scores_gemma":[0.9952574,0.001327884,0.000580092,0.0006076014,0.000225096,0.0006032469,0.0005647959,0.000008746614,0.0008250603],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002289382,"threshold_uncertainty_score":0.01210755,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01540223359039853,"score_gpt":0.2671610918165032,"score_spread":0.2517588582261046,"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."}}