{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001176301,0.0002089893,0.0001927025,0.00003511301,0.0002965507,0.00004245411,0.0003653693,0.00006201791,0.00004007535],"category_scores_gemma":[0.0001667757,0.0001057589,0.00002493593,0.000221646,0.0002681827,0.0001299857,0.00008587789,0.000341168,0.00008992929],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006325429,"about_ca_system_score_gemma":0.00006591999,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001680711,"about_ca_topic_score_gemma":0.0002111066,"domain_scores_codex":[0.9982469,0.0003388312,0.0001421439,0.0005391489,0.0003216676,0.0004112818],"domain_scores_gemma":[0.9990878,0.0003869083,0.00016509,0.0002672409,0.00004099138,0.0000519939],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005353209,0.0006300084,0.5880961,0.0003877053,0.00008117112,0.0001383513,0.008065298,0.005371393,0.390273,0.0001139582,0.0004207334,0.001068969],"study_design_scores_gemma":[0.009054529,0.003582637,0.9164964,0.0001200698,0.00009880887,0.0002502568,0.001746125,0.003691369,0.06189911,0.0001336566,0.002002495,0.0009245672],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954847,0.0001298928,0.00006268422,0.002226679,0.0001555101,0.000728217,0.00001558894,0.00007749593,0.001119227],"genre_scores_gemma":[0.9970618,0.0000359077,0.000004122631,0.002325042,0.00005660308,0.00003956382,0.000003616284,0.00003672053,0.0004365502],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3284002,"threshold_uncertainty_score":0.4312725,"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."}}