{"id":"W4415224678","doi":"10.1016/j.msard.2025.106799","title":"The influence of manual dexterity on processing speed assessment in multiple sclerosis: A comparison of the PST and oral SDMT","year":2025,"lang":"en","type":"article","venue":"Multiple Sclerosis and Related Disorders","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Western University; University of Calgary","funders":"Biogen Idec; Biogen","keywords":"Multiple sclerosis; Test (biology); Cohort; Expanded Disability Status Scale; Cognition; Correlation","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007575701,0.0002962479,0.000671433,0.0002024195,0.000598062,0.00005705135,0.0002596691,0.0001873981,0.00000415896],"category_scores_gemma":[0.001154946,0.000176011,0.0001329427,0.0007888548,0.001329565,0.0001191112,0.0003824084,0.0007067963,6.503223e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008857466,"about_ca_system_score_gemma":0.0001352928,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009501671,"about_ca_topic_score_gemma":0.001344982,"domain_scores_codex":[0.9973677,0.0002664729,0.0008750556,0.0004769433,0.0005610279,0.0004527542],"domain_scores_gemma":[0.9981813,0.0007737252,0.0003137206,0.0004458798,0.0001881691,0.00009714479],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005495562,0.0006860154,0.8808993,0.0003479053,0.0001593802,3.021627e-7,0.001470531,0.001415767,0.04975378,0.00006300025,0.00007655859,0.06457797],"study_design_scores_gemma":[0.005652954,0.0002274895,0.9586796,0.002704871,0.00007636938,6.019466e-7,0.003113315,0.02695411,0.002280472,0.00007171839,0.00008668588,0.0001518918],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933413,0.002504798,0.00001069762,0.002283872,0.00008836618,0.001305529,0.00002180418,0.0000278395,0.00041575],"genre_scores_gemma":[0.9953461,0.004200401,0.0002182021,0.00007521801,0.000005787217,0.0000611297,0.00000473427,0.00002014698,0.00006824035],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07778029,"threshold_uncertainty_score":0.7177521,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04975991534564268,"score_gpt":0.3330085535719137,"score_spread":0.283248638226271,"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."}}