{"id":"W2344982902","doi":"10.1038/srep25200","title":"Coding deficits in hidden hearing loss induced by noise: the nature and impacts","year":2016,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Hearing, Cochlea, Tinnitus, Genetics","field":"Neuroscience","cited_by":118,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"School of Medicine, Shanghai Jiao Tong University; Shanghai Jiao Tong University; National Natural Science Foundation of China","keywords":"Spiral ganglion; Ribbon synapse; Cochlea; Synapse; Hearing loss; Neuroscience; Audiology; Noise (video); Outer hair cells; Biology; Computer science; Medicine; Synaptic vesicle; Genetics","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":[0.001952484,0.0001940051,0.0001898765,0.0001849018,0.0004554027,0.0005198875,0.0003002901,0.0001764125,0.00002970599],"category_scores_gemma":[0.003383995,0.0001203601,0.0000420586,0.0008065093,0.000394702,0.0002790912,0.0003406358,0.0004110824,0.00003016085],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001002546,"about_ca_system_score_gemma":0.0001875966,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004601002,"about_ca_topic_score_gemma":0.00004773778,"domain_scores_codex":[0.9969088,0.0001363011,0.0004904632,0.001090341,0.0007188123,0.0006552639],"domain_scores_gemma":[0.998253,0.0002616647,0.0002506926,0.0009654061,0.00007081054,0.0001983969],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000005014448,0.00002216105,0.01559201,0.00001050639,0.00000123059,0.0002234904,0.0004108945,0.000001586355,0.9788749,0.0001328746,0.001957572,0.002767807],"study_design_scores_gemma":[0.0002286833,0.00002544353,0.02519425,0.0001733387,0.000005544686,0.0006187407,0.00006014433,0.00006133373,0.9622931,0.001926148,0.009146101,0.0002671845],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943669,0.0001646711,0.00002693262,0.001160159,0.00277604,0.0003560543,0.000003583326,0.00006615444,0.001079491],"genre_scores_gemma":[0.9980906,0.00002699366,0.00005115736,0.0002282689,0.00005395985,0.00000966232,0.000001086923,0.00002657165,0.001511655],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01658177,"threshold_uncertainty_score":0.5013287,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03386057859909663,"score_gpt":0.2889199606113818,"score_spread":0.2550593820122851,"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."}}