{"id":"W1973085419","doi":"10.3389/fneur.2014.00179","title":"Behavioral Models of Tinnitus and Hyperacusis in Animals","year":2014,"lang":"en","type":"review","venue":"Frontiers in Neurology","topic":"Hearing, Cochlea, Tinnitus, Genetics","field":"Neuroscience","cited_by":76,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Office of Naval Research; National Institute on Deafness and Other Communication Disorders; National Defense Science and Engineering Graduate; National Institutes of Health","keywords":"Hyperacusis; Tinnitus; Auditory pathways; Audiology; Psychology; Medicine; Perception; Neuroscience","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":[0.0004562597,0.000473752,0.002374608,0.001011572,0.00003681627,0.00002279367,0.0006715435,0.000708559,0.00001179834],"category_scores_gemma":[0.0004290889,0.000487588,0.0001655972,0.0006589441,0.0004319174,0.00007181714,0.0004172913,0.001095587,0.000009666396],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004467596,"about_ca_system_score_gemma":0.0001710795,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007616141,"about_ca_topic_score_gemma":0.00003485218,"domain_scores_codex":[0.9957035,0.001155777,0.001140709,0.001070554,0.0002484918,0.0006810121],"domain_scores_gemma":[0.9984467,0.0003055846,0.0004535891,0.0006477496,0.00002670063,0.0001196471],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009520006,0.0002832057,0.003875522,0.004980187,0.00001110488,0.0004488975,0.000324588,0.000197965,0.0001778839,0.0003342781,0.001240835,0.9880303],"study_design_scores_gemma":[0.0008136873,0.0008179896,0.0003388127,0.0009331383,0.0001936805,0.0003048283,0.000009439646,0.002527178,0.00007179095,0.001212149,0.99202,0.0007573534],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0366458,0.9600936,0.0002284535,0.00005486385,0.001241036,0.001008098,0.00004656682,0.00004090011,0.0006407016],"genre_scores_gemma":[0.009305049,0.9886884,0.001399666,0.0003008361,0.00006463839,0.0000718671,0.000004387663,0.00009878201,0.00006638118],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9907791,"threshold_uncertainty_score":0.9997576,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09794397256016339,"score_gpt":0.3477529085236584,"score_spread":0.249808935963495,"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."}}