{"id":"W3027712008","doi":"10.1016/j.jval.2020.04.1268","title":"PRO42 ASSESSING GLOBAL PEDIATRIC MULTIPLE SCLEROSIS EPIDEMIOLOGY: A SYSTEMATIC LITERATURE REVIEW AND META-ANALYSIS","year":2020,"lang":"en","type":"article","venue":"Value in Health","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Epidemiology; Incidence (geometry); Medicine; Meta-analysis; Population; Systematic review; Demography; Disease; Multiple sclerosis; MEDLINE; Pediatrics; Environmental health; Internal medicine; Immunology; Biology","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":[0.03455438,0.003208312,0.01446055,0.01102869,0.0009192387,0.0047838,0.002290882,0.003123846,0.005089682],"category_scores_gemma":[0.07881206,0.002410225,0.0426659,0.0106742,0.001001393,0.002962527,0.003410913,0.002085925,0.0005639169],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002379503,"about_ca_system_score_gemma":0.00564803,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006658626,"about_ca_topic_score_gemma":0.02304447,"domain_scores_codex":[0.9688164,0.01630604,0.008442819,0.002608118,0.003099572,0.0007270516],"domain_scores_gemma":[0.952952,0.03308412,0.007855697,0.002397201,0.003214227,0.0004966835],"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":[0.001470788,0.00003125631,0.01105713,0.1773355,0.7992183,0.00009841591,0.00010683,0.0002507242,0.0001775529,0.00009884653,0.0005708125,0.009583824],"study_design_scores_gemma":[0.0007827041,0.0001219906,0.00682141,0.01344693,0.9771289,0.0000748248,0.00005725413,0.000152647,0.0000805589,0.0001321248,0.001168983,0.00003157185],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01376575,0.9802879,0.002103506,0.0004906492,0.0003356208,0.0008498287,0.001706371,0.00006470291,0.0003956945],"genre_scores_gemma":[0.4868505,0.4866128,0.01602428,0.002536142,0.0006069184,0.003784756,0.002583361,0.0001348376,0.0008664945],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.03455438,"threshold_uncertainty_score":0.1827432,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4331015553911802,"score_gpt":0.4427143896354725,"score_spread":0.009612834244292379,"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."}}