{"id":"W4281640815","doi":"10.1016/j.msard.2022.103932","title":"Multiple sclerosis incidence: A systematic review of change over time by geographical region","year":2022,"lang":"en","type":"review","venue":"Multiple Sclerosis and Related Disorders","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":87,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Incidence (geometry); Demography; Medicine; Population; Multiple sclerosis; Scopus; McDonald criteria; Systematic review; Pediatrics; MEDLINE; Geography; Environmental health","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":[0.01176727,0.001940725,0.0145134,0.01161861,0.000617516,0.003742825,0.00220542,0.002106696,0.005048587],"category_scores_gemma":[0.04506591,0.001840518,0.01628356,0.01796629,0.001139274,0.003110232,0.003082396,0.001837535,0.0003339817],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004437113,"about_ca_system_score_gemma":0.01036797,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01988505,"about_ca_topic_score_gemma":0.06987771,"domain_scores_codex":[0.9859338,0.004453809,0.00636397,0.001228959,0.001571846,0.0004475936],"domain_scores_gemma":[0.9727831,0.01794405,0.006715887,0.0004942862,0.001730259,0.0003324556],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0003499734,0.00001134344,0.002222291,0.9249622,0.06057744,0.00007666099,0.0002088043,0.00008838701,0.0001070735,0.00008595675,0.0007279658,0.01058186],"study_design_scores_gemma":[0.0008327218,0.0001894311,0.01382373,0.504007,0.4711646,0.0003048975,0.0004796543,0.00008071624,0.0001269732,0.000231618,0.008694419,0.00006425479],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001988668,0.9964581,0.0001280119,0.0001382201,0.00007966055,0.0002244818,0.0008492956,0.000008994579,0.0001244938],"genre_scores_gemma":[0.03381902,0.9637153,0.0008923505,0.0005332614,0.00005491339,0.0005029207,0.0003711201,0.00001128235,0.0000998086],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01988505,"threshold_uncertainty_score":0.06223202,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1116008434935732,"score_gpt":0.3133250691918504,"score_spread":0.2017242256982773,"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."}}