{"id":"W2583347849","doi":"10.1177/1352458517690618","title":"Age Related Multiple Sclerosis Severity Score: Disability ranked by age","year":2017,"lang":"en","type":"article","venue":"Multiple Sclerosis Journal","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":176,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia Hospital","funders":"Neuroförbundet; National Institute for Health and Care Research; Biogen","keywords":"Multiple sclerosis; Medicine; Physical medicine and rehabilitation; Severity of illness; Physical therapy; Internal medicine; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.002933739,0.0004210971,0.0006364766,0.002698331,0.0001646512,0.0004398666,0.0004521622,0.0002360732,0.002682335],"category_scores_gemma":[0.004724231,0.0001008571,0.0006805196,0.002427946,0.0002083041,0.0003738642,0.0004298069,0.0003119471,0.000554039],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004289757,"about_ca_system_score_gemma":0.000432224,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003208982,"about_ca_topic_score_gemma":0.004556274,"domain_scores_codex":[0.9982387,0.0007321034,0.0002899035,0.0002043838,0.0004718156,0.00006308902],"domain_scores_gemma":[0.9969754,0.0006500227,0.001482652,0.0001777538,0.000585336,0.0001288856],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001610146,0.00005217382,0.9685475,0.0005210542,0.00119236,0.00008394222,0.0001666298,0.0008384532,0.0005800946,0.000259102,0.002767089,0.02338144],"study_design_scores_gemma":[0.0001096549,0.0004716692,0.9932603,0.00009116058,0.0003133345,0.0003701371,0.00007875368,0.0008344557,0.0003084117,0.0003039593,0.003842728,0.00001544264],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9449754,0.009297088,0.006208645,0.0003601551,0.0001638489,0.0009274294,0.02936192,0.000130509,0.008575131],"genre_scores_gemma":[0.984826,0.00086585,0.004888503,0.00007048691,0.00006972659,0.0006217278,0.00697745,0.00001539744,0.001664898],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003208982,"threshold_uncertainty_score":0.01551527,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1489694079172029,"score_gpt":0.3204461257698196,"score_spread":0.1714767178526167,"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."}}