{"id":"W4409723445","doi":"10.1101/2025.04.15.648919","title":"Eye movements of younger and older adults decrease during story listening in background noise","year":2025,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Hearing Loss and Rehabilitation","field":"Neuroscience","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Baycrest Hospital; University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research","keywords":"Active listening; Noise (video); Audiology; Eye movement; Psychology; Optometry; Medicine; Computer science; Communication; Artificial intelligence; Neuroscience","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":[0.0001557441,0.0002638011,0.0002456841,0.0003460282,0.0001094314,0.0002247305,0.00007596066,0.0003566137,0.002313268],"category_scores_gemma":[0.001085717,0.0001065437,0.0001289603,0.00009486305,0.0000941828,0.0001869181,0.0001975236,0.0001966752,0.0003261107],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007577726,"about_ca_system_score_gemma":0.00004735078,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006849124,"about_ca_topic_score_gemma":0.0009135451,"domain_scores_codex":[0.9999135,0.00001185409,0.000009937467,0.00002819928,0.00002350861,0.00001316349],"domain_scores_gemma":[0.9996625,0.00007521204,0.0001312148,0.00001858113,0.00005836976,0.00005415295],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.007920259,0.0004324428,0.252658,0.0002641343,0.0001109403,0.001049292,0.002871118,0.0001486791,0.6810812,0.0000760182,0.0009465961,0.05244137],"study_design_scores_gemma":[0.00001827051,0.0005743215,0.9928396,0.000007463044,0.00002090683,0.0004020018,0.000278526,0.0001350261,0.005484633,0.00002201055,0.0002127497,0.000004525258],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992899,0.0001390565,0.0001181523,0.00001603513,0.000003434644,0.000005447007,0.0001141937,0.000009621542,0.0003042436],"genre_scores_gemma":[0.9987534,0.0001094216,0.0001980024,0.00004067862,0.00000697168,0.00001805474,0.000141772,0.000003380862,0.0007281359],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002313268,"threshold_uncertainty_score":0.00773859,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01323575963840607,"score_gpt":0.2446333281326381,"score_spread":0.231397568494232,"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."}}