{"id":"W4210328126","doi":"10.3390/brainsci12020215","title":"Safety of Fingolimod in Patients with Multiple Sclerosis Switched from Natalizumab: Results from TRANSITION―A 2-Year, Multicenter, Observational, Cohort Study","year":2022,"lang":"en","type":"article","venue":"Brain Sciences","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Montreal Neurological Institute and Hospital","funders":"","keywords":"Fingolimod; Natalizumab; Medicine; Multiple sclerosis; Expanded Disability Status Scale; Progressive multifocal leukoencephalopathy; Adverse effect; Internal medicine; Cohort; Pediatrics; Physical therapy; Immunology","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":[0.001734669,0.0005027003,0.000960535,0.0005591183,0.0004499281,0.001391661,0.0004175931,0.0007034236,0.0008153865],"category_scores_gemma":[0.002730624,0.0003501359,0.001644441,0.0008091034,0.0003554854,0.0008517628,0.0005098425,0.001042835,0.0003008113],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005203293,"about_ca_system_score_gemma":0.000511109,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002575306,"about_ca_topic_score_gemma":0.001251768,"domain_scores_codex":[0.999015,0.0002676586,0.000125299,0.0002682269,0.0001806623,0.0001431197],"domain_scores_gemma":[0.9980553,0.0002727367,0.0008772898,0.0002159208,0.000214254,0.0003644568],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01793013,0.001018056,0.970199,0.0000505262,0.0007159971,0.0003942296,0.0004553638,0.0001272394,0.001896686,0.00002013997,0.0002389587,0.006953674],"study_design_scores_gemma":[0.001270925,0.007156773,0.9888033,0.00001475131,0.0004833833,0.0005524203,0.0003234196,0.0005451547,0.000347988,0.00002819452,0.0004472296,0.00002645532],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999607,0.0001187709,0.00003384147,0.00001319621,0.00000358088,0.0000148322,0.0001429033,0.00000253153,0.00006337299],"genre_scores_gemma":[0.9992481,0.00007544718,0.00004116131,0.00003602054,0.00001255759,0.00001393685,0.0005037106,0.000001842354,0.00006736142],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002575306,"threshold_uncertainty_score":0.00917393,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09086284363876972,"score_gpt":0.3048552889475831,"score_spread":0.2139924453088133,"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."}}