{"id":"W4413129745","doi":"10.1111/acel.70191","title":"Experimental Evidence Against Taurine Deficiency as a Driver of Aging in Humans","year":2025,"lang":"en","type":"article","venue":"Aging Cell","topic":"Aldose Reductase and Taurine","field":"Biochemistry, Genetics and Molecular Biology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; Centre for Interdisciplinary Research in Rehabilitation; Université de Montréal; McGill University; Christie (Canada); Centre Hospitalier de l’Université de Montréal; Université du Québec à Trois-Rivières; Quebec Rehabilitation Research Network; Université du Québec à Montréal; Group for Research in Decision Analysis; Institut Universitaire de Gériatrie de Montréal","funders":"Fonds de Recherche du Québec - Santé; Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research","keywords":"Taurine; Biology; Healthy aging; Endocrinology; Internal medicine; Gerontology; Biochemistry; Medicine; Amino acid","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001510302,0.0003169819,0.000458138,0.0005780705,0.0003382944,0.0007147401,0.0004153187,0.0005323099,0.002126816],"category_scores_gemma":[0.002489411,0.0001466605,0.000237891,0.0004839796,0.001095291,0.0004643737,0.0005743944,0.0005113208,0.0002669152],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002055502,"about_ca_system_score_gemma":0.0003601911,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008920842,"about_ca_topic_score_gemma":0.0007190966,"domain_scores_codex":[0.9994695,0.000177587,0.00003681621,0.000196184,0.00008395436,0.00003601931],"domain_scores_gemma":[0.997731,0.001069706,0.0005906961,0.0003347187,0.0001528393,0.0001210838],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.01024623,0.0003288356,0.6740887,0.001513166,0.001904121,0.00221753,0.001154496,0.0005102523,0.2275747,0.0101799,0.001863875,0.06841815],"study_design_scores_gemma":[0.0001711257,0.001894626,0.9324386,0.0003141115,0.00110157,0.004394007,0.0006124648,0.0006717104,0.03563821,0.009696879,0.01302271,0.0000440283],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9711425,0.01968601,0.002850598,0.001220903,0.00009437396,0.00001337582,0.0007805696,0.00006933422,0.004142371],"genre_scores_gemma":[0.9927429,0.005151318,0.0008725919,0.0004269149,0.0001035898,0.000009889548,0.0003014057,0.00001150277,0.0003800096],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002126816,"threshold_uncertainty_score":0.00798738,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009607218939794559,"score_gpt":0.2828031203168934,"score_spread":0.2731959013770988,"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."}}