{"id":"W2997625457","doi":"10.1186/s12883-019-1543-8","title":"Cognitive mediated eye movements during the SDMT reveal the challenges with processing speed faced by people with MS","year":2019,"lang":"en","type":"article","venue":"BMC Neurology","topic":"Vestibular and auditory disorders","field":"Neuroscience","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Health Sciences Centre; Sunnybrook Health Science Centre","funders":"Multiple Sclerosis Society; Multiple Sclerosis Society of Canada","keywords":"Neurology; Neurochemistry; Eye movement; Cognition; Psychology; Cognitive psychology; Neurosurgery; Visual processing; Medicine; Neuroscience; Psychiatry; Perception","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003676989,0.0003633165,0.0003056542,0.000565729,0.0001811251,0.0005841341,0.0001576257,0.0003498793,0.002205376],"category_scores_gemma":[0.003569459,0.0001260403,0.0001922242,0.0004820381,0.000205039,0.0003613431,0.0003948219,0.0003276059,0.0002740888],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001795735,"about_ca_system_score_gemma":0.0001589184,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002121262,"about_ca_topic_score_gemma":0.002997709,"domain_scores_codex":[0.9997663,0.00005536566,0.00003535702,0.00005011286,0.00005988002,0.00003297722],"domain_scores_gemma":[0.997991,0.0006839028,0.0009771211,0.00007699499,0.0001621955,0.0001089305],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005466367,0.00008226087,0.9811221,0.00004431424,0.00007242015,0.000250298,0.0003882004,0.0001674258,0.003817046,0.00002867513,0.0001291751,0.01335149],"study_design_scores_gemma":[0.000003142253,0.0001292917,0.9988697,0.000003850028,0.00001205015,0.0002726088,0.0001372388,0.0001850838,0.0003036751,0.00003901161,0.00004144764,0.000002782913],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994757,0.00009048577,0.00008710034,0.00001727651,0.000001727513,0.000002990432,0.00007288821,0.000003734608,0.0002481949],"genre_scores_gemma":[0.9996816,0.00004048568,0.00008564765,0.000007168605,0.000002864975,0.000003443999,0.00006143712,0.000001240577,0.0001161477],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002205376,"threshold_uncertainty_score":0.007377684,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01538946039157652,"score_gpt":0.2362204884449846,"score_spread":0.2208310280534081,"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."}}