{"id":"W4391006138","doi":"10.21053/ceo.2023.01382","title":"Hair Cell Regeneration: From Animals to Humans","year":2024,"lang":"en","type":"review","venue":"Clinical and Experimental Otorhinolaryngology","topic":"Hearing, Cochlea, Tinnitus, Genetics","field":"Neuroscience","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Stanford Maternal and Child Health Research Institute; National Institute on Deafness and Other Communication Disorders; Ministry of Science and ICT, South Korea; Natural Sciences and Engineering Research Council of Canada; National Institutes of Health; National Research Foundation of Korea; National Research Foundation","keywords":"Spiral ganglion; Hair cell; Regeneration (biology); Cochlea; Zebrafish; Transdifferentiation; Biology; Neuroscience; Inner ear; Hearing loss; Cell biology; Anatomy; Stem cell; Medicine; Audiology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003457298,0.0006910735,0.002018752,0.0001838226,0.0002122912,0.0001958089,0.0007085035,0.0009280961,0.0003929189],"category_scores_gemma":[0.0003311612,0.0005779489,0.0005684161,0.0002991987,0.0004789545,0.0000704445,0.001184447,0.001072428,0.003780313],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007964471,"about_ca_system_score_gemma":0.0002097675,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006483214,"about_ca_topic_score_gemma":0.00001342815,"domain_scores_codex":[0.9946344,0.000827845,0.0016586,0.002014952,0.000274738,0.0005894689],"domain_scores_gemma":[0.997687,0.0006672327,0.0002562005,0.0008150139,0.00002341174,0.0005511806],"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":[0.0005699921,0.005295821,0.001159422,0.01595177,0.0007605668,0.004809832,0.005318421,0.000007192818,0.1222007,0.01406483,0.227119,0.6027425],"study_design_scores_gemma":[0.000271012,0.0007868047,0.00002010799,0.0007776878,0.0002318585,0.00005359411,0.00002379653,0.0000183481,0.007927544,0.00009668656,0.9891877,0.0006048253],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.03170984,0.9619747,0.00001395157,0.0001206457,0.002904339,0.001047227,0.0001828351,0.0001870134,0.001859407],"genre_scores_gemma":[0.007369561,0.9848907,0.0007323965,0.001686389,0.002065249,0.0002107049,0.00005214438,0.0001456914,0.002847134],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7620687,"threshold_uncertainty_score":0.9996672,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1762392981822923,"score_gpt":0.4420674569247122,"score_spread":0.2658281587424199,"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."}}