{"id":"W4410089280","doi":"10.1016/j.brainresbull.2025.111371","title":"Excitation-inhibition imbalance in the auditory cortex causes sound recognition impairment in noisy environment in hidden hearing loss mice","year":2025,"lang":"en","type":"article","venue":"Brain Research Bulletin","topic":"Hearing, Cochlea, Tinnitus, Genetics","field":"Neuroscience","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministry of Education and Child Care","funders":"Key Research and Development Projects of Shaanxi Province; National Natural Science Foundation of China","keywords":"Auditory cortex; Audiology; Sound (geography); Hearing loss; Neuroscience; Sound exposure; Psychology; Speech recognition; Biology; Medicine; Acoustics; Computer science; Physics","routes":{"ca_aff":true,"ca_fund":false,"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":[0.00472599,0.0001936253,0.0002071627,0.0007660618,0.0002127137,0.0001662859,0.000424503,0.0001388724,0.0001945101],"category_scores_gemma":[0.003737813,0.0001932811,0.00004450592,0.001045092,0.0003477183,0.00008468093,0.0002968974,0.001044793,0.0005617877],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007286752,"about_ca_system_score_gemma":0.0002151151,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008263219,"about_ca_topic_score_gemma":0.0007778547,"domain_scores_codex":[0.9944183,0.002350159,0.0005793329,0.0007729848,0.00101219,0.0008670058],"domain_scores_gemma":[0.996242,0.003099745,0.00008115623,0.0004478174,0.00005156367,0.00007774158],"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":[0.0008769969,0.003217328,0.07070771,0.0007302727,0.00001393439,0.001832465,0.01529911,0.00153137,0.8250266,0.001210903,0.06792765,0.01162571],"study_design_scores_gemma":[0.002736063,0.0003166446,0.9310773,0.0007837343,0.000003461146,0.00002756172,0.003360847,0.0008519103,0.02058813,0.0109133,0.02889056,0.0004504956],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.975945,0.0001161074,0.00008803989,0.02082738,0.0001300758,0.001321943,0.00001313779,0.00002709488,0.001531216],"genre_scores_gemma":[0.9962504,0.000308023,0.0002721871,0.001677782,0.0001162395,0.0004230279,0.00001337807,0.00002453437,0.0009144357],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8603696,"threshold_uncertainty_score":0.7881774,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07702078374032491,"score_gpt":0.3500819534216873,"score_spread":0.2730611696813624,"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."}}