{"id":"W4406392248","doi":"10.1038/s41582-024-01050-x","title":"Autologous haematopoietic stem cell transplantation for treatment of multiple sclerosis and neuromyelitis optica spectrum disorder — recommendations from ECTRIMS and the EBMT","year":2025,"lang":"en","type":"review","venue":"Nature Reviews Neurology","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":50,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa; Ottawa Hospital; McGill University","funders":"Cilag; EMD Serono; MedDay Pharmaceuticals; Medac; National Research Foundation; European Committee for Treatment and Research in Multiple Sclerosis; Alexion Pharmaceuticals; Teva Pharmaceutical Industries; Medical Research Council; Celgene; Biogen; Sanofi; Bristol-Myers Squibb; AstraZeneca; Amgen; Pfizer; Universität Basel","keywords":"Medicine; Neuromyelitis optica; Spectrum disorder; Multiple sclerosis; Transplantation; Stem cell; Hematopoietic stem cell transplantation; Haematopoiesis; Internal medicine; Immunology; Psychiatry","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003832839,0.0005834361,0.004112751,0.0002466863,0.0002026086,0.00002430829,0.000184815,0.0006092613,0.00001719503],"category_scores_gemma":[0.0004870216,0.0003222458,0.0006683157,0.000312808,0.0003775946,0.00003394062,0.00007967253,0.0006300053,0.000003138542],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004001365,"about_ca_system_score_gemma":0.0001373066,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007419408,"about_ca_topic_score_gemma":0.0001357227,"domain_scores_codex":[0.9962888,0.001261955,0.001076694,0.0008170705,0.0001681269,0.000387315],"domain_scores_gemma":[0.9910388,0.007672534,0.000515694,0.000591323,0.00007509394,0.0001065766],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002963956,0.0001365384,0.00006189163,0.0295362,0.0002519922,0.000008520098,0.0001815319,1.600739e-7,0.000005411195,0.00009849914,0.0003776927,0.9690452],"study_design_scores_gemma":[0.00463552,0.0009892149,0.0009677569,0.005788445,0.00437314,0.00009117945,0.00001021093,0.00006890354,0.00001086652,0.00004825012,0.9828063,0.0002102106],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000201094,0.9837036,0.0001252377,0.005896377,0.0002718681,0.008865352,0.0008230776,0.00003066433,0.00008273358],"genre_scores_gemma":[0.0004987545,0.9959192,0.0005655928,0.0003019417,0.0001095817,0.002033444,0.0004170164,0.0000451221,0.0001093412],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9824286,"threshold_uncertainty_score":0.9999229,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0615592293312432,"score_gpt":0.3467387165393386,"score_spread":0.2851794872080954,"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."}}