{"id":"W4415616007","doi":"10.3390/cells14211680","title":"Spatial Distribution and Temporal Dynamics of Neomycin-Induced Neuromast Cell Damage and Regeneration in the Mexican tetra (Astyanax mexicanus)","year":2025,"lang":"en","type":"article","venue":"Cells","topic":"Hearing, Cochlea, Tinnitus, Genetics","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"Natural Sciences and Engineering Research Council of Canada; Mount Saint Vincent University","keywords":"Inner ear; Regeneration (biology); Hair cell; Stem cell; Mechanoreceptor; Dermis; Morphogenesis; Mechanotransduction; Live cell imaging; Organ of Corti","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":[0.0003347444,0.0001361144,0.0001601885,0.0000945564,0.0001144828,0.00007795212,0.0001992934,0.00008148912,0.0000055196],"category_scores_gemma":[0.000243951,0.0001190108,0.00002303223,0.0004182857,0.0001544658,0.00006826672,0.0001133991,0.0002158385,0.000001612237],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004450966,"about_ca_system_score_gemma":0.000104373,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005286757,"about_ca_topic_score_gemma":0.0007033985,"domain_scores_codex":[0.9986672,0.0002476816,0.0002867769,0.0003487538,0.0002154734,0.0002340749],"domain_scores_gemma":[0.9993136,0.0001743886,0.0001031578,0.000303758,0.00003345254,0.00007167314],"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":[0.00002144664,0.00007923136,0.005781153,0.00005845323,0.000001170655,0.0000132739,0.0003648115,0.00007423321,0.9888876,0.001163675,0.0002953248,0.003259601],"study_design_scores_gemma":[0.0004627913,0.0001405964,0.04230972,0.00002311426,0.00001617078,0.000004361954,0.0002039567,0.02986585,0.9255938,0.0002606674,0.0009863601,0.0001326461],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951581,0.00002224585,0.002124032,0.001074343,0.0001704565,0.0003152298,0.00006081057,0.00001549624,0.001059239],"genre_scores_gemma":[0.9992192,0.00005099802,0.000108328,0.0003435893,0.00003189597,0.000005317195,0.00002682689,0.000009723742,0.0002040764],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06329386,"threshold_uncertainty_score":0.4853121,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01645836282948025,"score_gpt":0.2454163514722602,"score_spread":0.2289579886427799,"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."}}