{"id":"W2975552880","doi":"10.1038/s41409-019-0684-0","title":"Autologous haematopoietic stem cell transplantation and other cellular therapy in multiple sclerosis and immune-mediated neurological diseases: updated guidelines and recommendations from the EBMT Autoimmune Diseases Working Party (ADWP) and the Joint Accreditation Committee of EBMT and ISCT (JACIE)","year":2019,"lang":"en","type":"article","venue":"Bone Marrow Transplantation","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":245,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Multiple sclerosis; Transplantation; Stem cell; Immune system; Haematopoiesis; Immunology; Hematopoietic stem cell transplantation; Surgery","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":[0.0005785561,0.0002733882,0.0005799785,0.0001247113,0.0002674763,0.00008438693,0.00007464648,0.0001114508,0.00002189412],"category_scores_gemma":[0.00009127773,0.0001694901,0.00005662595,0.0001966782,0.0005680869,0.0001747367,0.00003259629,0.0002366453,8.140287e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001270997,"about_ca_system_score_gemma":0.00003157925,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005716768,"about_ca_topic_score_gemma":0.0001705659,"domain_scores_codex":[0.9976857,0.0006296157,0.000701253,0.0004394759,0.0002980519,0.0002458955],"domain_scores_gemma":[0.9975136,0.001841991,0.0002320416,0.0002212589,0.0000950986,0.00009601976],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006844318,0.0002518804,0.7895706,0.0007737758,0.0002185437,0.00002357965,0.01381305,0.00005609768,0.157636,0.00007548885,0.0001156395,0.03062102],"study_design_scores_gemma":[0.01176956,0.0002156279,0.9699222,0.0004450545,0.0003036923,0.00002048738,0.001484365,0.01388648,0.001615919,0.0001149661,0.00004720444,0.0001744534],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9814865,0.01088331,0.0002432919,0.00507508,0.00006550788,0.001651984,0.000531951,0.00004673024,0.00001563205],"genre_scores_gemma":[0.9654303,0.03314393,0.0003144202,0.0003415129,0.00002496944,0.0001177606,0.0005955447,0.00002264154,0.000008976057],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1803516,"threshold_uncertainty_score":0.6911607,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06563982441022467,"score_gpt":0.2702017688176817,"score_spread":0.204561944407457,"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."}}