{"id":"W4394850353","doi":"10.3389/fimmu.2024.1343971","title":"Risk of secondary autoimmune diseases with alemtuzumab treatment for multiple sclerosis: a systematic review and meta-analysis","year":2024,"lang":"en","type":"review","venue":"Frontiers in Immunology","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Meta-analysis; Incidence (geometry); Internal medicine; Funnel plot; Publication bias; Subgroup analysis; Autoimmune thyroiditis; Alemtuzumab; Cumulative incidence; Multiple sclerosis; Thyroiditis; Thyroid; Pediatrics; Immunology; Cohort","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01774865,0.003087265,0.01935683,0.009693323,0.0006406957,0.003567832,0.002162586,0.00263477,0.002410032],"category_scores_gemma":[0.03509515,0.001649889,0.05464147,0.009320684,0.0006888303,0.001802428,0.00147575,0.001892806,0.0002070981],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002535258,"about_ca_system_score_gemma":0.003298142,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004135521,"about_ca_topic_score_gemma":0.007568493,"domain_scores_codex":[0.9862649,0.00693046,0.003631155,0.001271631,0.001545965,0.0003558392],"domain_scores_gemma":[0.9753181,0.01839258,0.003789303,0.0007209896,0.00153178,0.0002471632],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001280039,0.00002828206,0.006034415,0.2212009,0.7618293,0.0001562197,0.00006701316,0.0007475613,0.0001738537,0.0001080837,0.0003576352,0.008016526],"study_design_scores_gemma":[0.0002601278,0.0001240396,0.003262811,0.01406227,0.9809948,0.0001140208,0.00002471945,0.0002621802,0.00007841276,0.0001443918,0.0006550282,0.00001723936],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.005310168,0.9930049,0.0006789114,0.0001965454,0.0001288162,0.0002089893,0.0002867756,0.00002136154,0.0001635755],"genre_scores_gemma":[0.1814576,0.811774,0.00329205,0.0007710134,0.0004486841,0.00129001,0.0006721294,0.00002982703,0.0002646673],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01935683,"threshold_uncertainty_score":0.09386498,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09677225989044742,"score_gpt":0.3456210821983325,"score_spread":0.2488488223078851,"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."}}