{"id":"W4409216076","doi":"10.1002/advs.202409322","title":"Consequences and Mechanisms of Noise‐Induced Cochlear Synaptopathy and Hidden Hearing Loss, With Focuses on Signal Perception in Noise and Temporal Processing","year":2025,"lang":"en","type":"review","venue":"Advanced Science","topic":"Hearing, Cochlea, Tinnitus, Genetics","field":"Neuroscience","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Key Technologies Research and Development Program; National Natural Science Foundation of China","keywords":"Hearing loss; Neuroscience; Noise (video); Perception; Audiology; Psychology; Computer science; Medicine; Artificial intelligence","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000709639,0.0004301176,0.0009843664,0.0005206065,0.000371145,0.0002034429,0.0004214456,0.0001480831,0.000002640697],"category_scores_gemma":[0.0007952822,0.000351302,0.00003570252,0.001391265,0.002465305,0.0005338204,0.0003266264,0.0004542979,0.000001437793],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001141538,"about_ca_system_score_gemma":0.0009481336,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004639714,"about_ca_topic_score_gemma":0.00003251653,"domain_scores_codex":[0.9967645,0.0001782132,0.0005470722,0.001354171,0.0006404374,0.0005155387],"domain_scores_gemma":[0.9985317,0.0003675233,0.0004938692,0.0003218011,0.000102826,0.0001822518],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0000600479,0.00006487934,0.0006745462,0.007694687,0.000003073703,0.00008196452,0.0004633746,0.00002643505,0.2331225,0.001080029,3.658509e-7,0.7567281],"study_design_scores_gemma":[0.009075167,0.01204822,0.02591305,0.4867792,0.001222616,0.004472808,0.006377721,0.004788032,0.4055622,0.02396871,0.008217432,0.01157483],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6471789,0.3486822,0.001214057,0.0001260567,0.0001549456,0.002176206,0.00003028722,0.0001105315,0.0003267477],"genre_scores_gemma":[0.6365982,0.3597722,0.003455474,0.00007423277,0.00001120442,0.00003602306,6.340933e-7,0.00002326945,0.00002870187],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7451532,"threshold_uncertainty_score":0.9998939,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05381253090999692,"score_gpt":0.3365065946152352,"score_spread":0.2826940637052383,"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."}}