{"id":"W4214876137","doi":"10.3389/fcell.2022.841708","title":"Hearing Function, Degeneration, and Disease: Spotlight on the Stria Vascularis","year":2022,"lang":"en","type":"review","venue":"Frontiers in Cell and Developmental Biology","topic":"Vestibular and auditory disorders","field":"Neuroscience","cited_by":53,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre; University of Toronto","funders":"Krembil Foundation; University of Toronto","keywords":"Degeneration (medical); Disease; Medicine; Cochlea; Hearing loss; Function (biology); Neuroscience; Pathology; Audiology; Biology; Cell biology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002036138,0.0002572887,0.000440821,0.0001586817,0.0004091262,0.00004148666,0.0001673046,0.0001117908,0.0001098928],"category_scores_gemma":[0.0001654418,0.0001753511,0.00006924164,0.0002323168,0.0001667564,0.00003774239,0.0001706766,0.0003198217,0.0000129686],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008495887,"about_ca_system_score_gemma":0.0002627416,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004433513,"about_ca_topic_score_gemma":0.000001325758,"domain_scores_codex":[0.9984449,0.0003792242,0.000280807,0.0005773022,0.0001029454,0.0002148118],"domain_scores_gemma":[0.9994995,0.0001765831,0.0000948854,0.0001300165,0.000003512476,0.00009547489],"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":[0.00007895858,0.0001697277,0.002933782,0.001629635,0.00007937047,0.00004912983,0.0002459771,0.0000216922,0.00008901676,0.001686438,0.1555548,0.8374615],"study_design_scores_gemma":[0.0001586587,0.00003718099,0.00003452383,0.0001099127,0.0000377031,0.000007457908,0.00007844612,0.00001099963,0.00003273781,0.0005560727,0.998709,0.0002273599],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002716898,0.9957421,0.0004258109,0.0000920426,0.001854034,0.0005017982,0.00004165419,0.0000236568,0.001047224],"genre_scores_gemma":[0.000422173,0.9980328,0.0002006566,0.0006420931,0.00006640438,0.0001371623,0.00009767708,0.00002122675,0.0003798244],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8431542,"threshold_uncertainty_score":0.7150611,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04275997544340173,"score_gpt":0.2526043940862724,"score_spread":0.2098444186428707,"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."}}