{"id":"W4200597408","doi":"10.1177/13524585211061335","title":"Autoimmunity and long-term safety and efficacy of alemtuzumab for multiple sclerosis: Benefit/risk following review of trial and post-marketing data","year":2021,"lang":"en","type":"review","venue":"Multiple Sclerosis Journal","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"bluebird bio; Wellcome Trust; National Institute for Health and Care Research; Sanofi","keywords":"Alemtuzumab; Autoimmunity; Multiple sclerosis; Medicine; Immunology; Adverse effect; Autoimmune disease; Disease; Internal medicine; Antibody","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":[0.003858251,0.0007445066,0.003456142,0.003396378,0.0002018812,0.001422393,0.001149751,0.0009651493,0.002270366],"category_scores_gemma":[0.01024425,0.0003955727,0.002260115,0.004492752,0.0004345647,0.001163735,0.0005689958,0.0009943845,0.0004560389],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001236662,"about_ca_system_score_gemma":0.002557033,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001653345,"about_ca_topic_score_gemma":0.004133577,"domain_scores_codex":[0.9986463,0.000367514,0.0004717034,0.0001326374,0.0003430832,0.00003875044],"domain_scores_gemma":[0.9929952,0.004815159,0.00117032,0.0001069588,0.0008319417,0.00008035968],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0006148585,0.000035675,0.0004372858,0.3906732,0.003221259,0.0001527485,0.0001551569,0.0002143639,0.0008874038,0.001104785,0.01159437,0.5909088],"study_design_scores_gemma":[0.000477321,0.0008770774,0.008825515,0.4593446,0.03445366,0.001746731,0.0003658699,0.0002817376,0.001180593,0.002379461,0.4899624,0.0001050957],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001447269,0.9994674,0.00003208207,0.0001160887,0.00005822512,0.0000154612,0.00003767856,0.000002099582,0.0001262308],"genre_scores_gemma":[0.001601688,0.9979595,0.000116944,0.0001566137,0.00004405166,0.00001824911,0.00003788791,0.000001348485,0.00006376982],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003858251,"threshold_uncertainty_score":0.02040464,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2312901325548926,"score_gpt":0.3909515843284551,"score_spread":0.1596614517735625,"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."}}