{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","research_integrity"],"consensus_categories":["sts"],"category_scores_codex":[0.003185828,0.001061196,0.001968367,0.0002548913,0.005287986,0.001512163,0.001798629,0.0006169475,0.0008693527],"category_scores_gemma":[0.01195189,0.0009076084,0.001242732,0.0004227343,0.003449717,0.001363233,0.001187674,0.002946063,0.0002588693],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001147101,"about_ca_system_score_gemma":0.000212618,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001435034,"about_ca_topic_score_gemma":0.0009479892,"domain_scores_codex":[0.9912045,0.0007051848,0.001955634,0.00149065,0.002459046,0.002185013],"domain_scores_gemma":[0.9922523,0.0009820381,0.001209922,0.003040766,0.0006610316,0.001853905],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001382562,0.001734433,0.6746047,0.0001757824,0.0009633102,0.0002119392,0.0008408797,0.00001740066,0.2534937,0.000004884069,0.02575411,0.04081637],"study_design_scores_gemma":[0.01854272,0.0003989261,0.9605207,0.001235129,0.000254847,0.000113683,0.0002728128,0.001695931,0.01134195,0.00008235325,0.004650054,0.0008909056],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9886744,0.0009869174,0.0001907057,0.004559344,0.001281315,0.001913269,0.0003864728,0.0003495008,0.001658058],"genre_scores_gemma":[0.9901024,0.004333603,0.002921282,0.0003615084,0.0007645437,0.0001661608,0.0001378656,0.0001959552,0.001016675],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.285916,"threshold_uncertainty_score":0.9995244,"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."}}