{"id":"W4416096288","doi":"10.3389/fneur.2025.1649745","title":"Oculomotor indicators of cognitive performance are modulated by neurodegeneration","year":2025,"lang":"en","type":"article","venue":"Frontiers in Neurology","topic":"Vestibular and auditory disorders","field":"Neuroscience","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Montreal Neurological Institute and Hospital","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Cognition; Eye movement; Neurodegeneration; Effects of sleep deprivation on cognitive performance; Confounding; Disease; Saccade; Cognitive decline","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":[0.0009273006,0.0009662423,0.0004423579,0.001307008,0.0002617016,0.0007488946,0.0002769455,0.0004456632,0.0007710996],"category_scores_gemma":[0.003606988,0.0001372816,0.0003545678,0.0008638292,0.000382394,0.0004669255,0.0006093508,0.0003268624,0.0001476013],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003017109,"about_ca_system_score_gemma":0.00026423,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005312352,"about_ca_topic_score_gemma":0.007920106,"domain_scores_codex":[0.999627,0.0000677046,0.00004252982,0.0001055259,0.000104738,0.00005244365],"domain_scores_gemma":[0.9982107,0.0003516986,0.0009860941,0.0001646553,0.0002039583,0.00008291176],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001599621,0.0001818575,0.9350908,0.0001864793,0.0005843675,0.0002512629,0.0005108308,0.0009844966,0.02200247,0.0001237037,0.0001851591,0.03829891],"study_design_scores_gemma":[0.000002982759,0.000113823,0.9986107,0.000006396031,0.00002945928,0.00006354078,0.00004709003,0.0002055927,0.000766147,0.00007113712,0.00007754753,0.000005542693],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970259,0.0008553919,0.000710968,0.00001994531,0.000008693571,0.00002379415,0.0003595098,0.00001967522,0.0009761468],"genre_scores_gemma":[0.9987351,0.0002106961,0.0005088304,0.00001809209,0.000008052518,0.0000165389,0.0002639107,0.000004758953,0.0002339564],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005312352,"threshold_uncertainty_score":0.01056284,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004973421584841285,"score_gpt":0.2183036140231092,"score_spread":0.2133301924382679,"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."}}