{"id":"W4205297452","doi":"10.3389/fnagi.2021.767570","title":"High-Frequency Cochlear Amplifier Dysfunction: A Dominating Contribution to the Cognitive-Ear Link","year":2022,"lang":"en","type":"article","venue":"Frontiers in Aging Neuroscience","topic":"Hearing Loss and Rehabilitation","field":"Neuroscience","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Shandong First Medical University; Natural Science Foundation of Tianjin City; National Natural Science Foundation of China","keywords":"Audiology; Stroop effect; Cognition; Psychology; Otoacoustic emission; Hearing loss; Medicine; Psychiatry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002945701,0.0006729496,0.00039749,0.0009202194,0.0004050912,0.0007642366,0.0003108937,0.0004131583,0.004725863],"category_scores_gemma":[0.002005454,0.0001566414,0.0002386193,0.0004723539,0.0005666502,0.0005602361,0.0005470372,0.0002859615,0.0004164167],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002151557,"about_ca_system_score_gemma":0.0005039025,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001166428,"about_ca_topic_score_gemma":0.001415943,"domain_scores_codex":[0.9997936,0.00003399712,0.00002130519,0.00003650136,0.00006189603,0.00005274931],"domain_scores_gemma":[0.9987686,0.0004364145,0.0004102432,0.00006956561,0.0001799363,0.0001352226],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008878542,0.0002191764,0.9527191,0.0001025971,0.0001093207,0.00659684,0.0004034285,0.0001298896,0.01151948,0.0003541749,0.0001346002,0.02682354],"study_design_scores_gemma":[0.00003172992,0.0005276663,0.9777226,0.00003043668,0.0001349244,0.01778856,0.001132011,0.0004744961,0.001424381,0.0004258007,0.0002950606,0.00001230319],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983852,0.0006216252,0.0002522725,0.00003772955,0.000006312725,0.000005986557,0.000032187,0.000004937961,0.000653738],"genre_scores_gemma":[0.9995956,0.0001340111,0.00008046856,0.00001445359,0.00001539397,0.000002100414,0.00002508681,0.000001084962,0.000131771],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004725863,"threshold_uncertainty_score":0.0158096,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01994528749070695,"score_gpt":0.266557082410063,"score_spread":0.246611794919356,"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."}}