{"id":"W2991332674","doi":"10.1038/s41409-019-0747-2","title":"Evaluating the clinical effectiveness of autologous haematopoietic stem cell transplantation versus disease-modifying therapy in multiple sclerosis using a matching-adjusted indirect comparison: an exploratory study from the Autoimmune Diseases Working Party (ADWP) of the European Society of Bone and Marrow Transplantation (EBMT)","year":2019,"lang":"en","type":"letter","venue":"Bone Marrow Transplantation","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Multiple sclerosis; Transplantation; Oncology; Stem cell; Autoimmune disease; Matching (statistics); Disease; Hematopoietic stem cell transplantation; Immunology; Internal medicine; Pathology","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":[0.02014098,0.000658294,0.002204727,0.0006053001,0.0005373243,0.001227132,0.001151966,0.00406438,0.00301709],"category_scores_gemma":[0.06572856,0.0003312417,0.002270325,0.001335162,0.0008260919,0.001025492,0.0005793154,0.002244228,0.0003898208],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001015923,"about_ca_system_score_gemma":0.0009939295,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002701343,"about_ca_topic_score_gemma":0.004327461,"domain_scores_codex":[0.9715234,0.02458933,0.001863955,0.0008351004,0.0008525829,0.0003356236],"domain_scores_gemma":[0.9195663,0.07217176,0.004035671,0.001870192,0.001518957,0.0008372322],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.6136272,0.001682618,0.177812,0.003907521,0.03973432,0.00165557,0.000864766,0.001452511,0.001692485,0.002127349,0.02616214,0.1292816],"study_design_scores_gemma":[0.3539603,0.07087188,0.3750318,0.002070518,0.1175309,0.003303989,0.001502748,0.01295893,0.005937948,0.01353886,0.04279494,0.0004972518],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8440251,0.05589036,0.001900102,0.077609,0.008857511,0.0006777715,0.003651872,0.00008095849,0.007307363],"genre_scores_gemma":[0.9657573,0.002999687,0.002286887,0.02273748,0.003475531,0.0003948431,0.0005766856,0.00001586576,0.001755671],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02014098,"threshold_uncertainty_score":0.106517,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2636855929662756,"score_gpt":0.3761678318912449,"score_spread":0.1124822389249693,"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."}}