{"id":"W2158611777","doi":"10.2164/jandrol.05108","title":"Polyol Pathway in Human Epididymis and Semen","year":2006,"lang":"en","type":"article","venue":"Journal of Andrology","topic":"Aldose Reductase and Taurine","field":"Biochemistry, Genetics and Molecular Biology","cited_by":78,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Polyol pathway; Sorbitol dehydrogenase; Aldose reductase; Epididymis; Western blot; Sperm; Biology; Efferent ducts; Sorbitol; Epididymitis; Biochemistry; Enzyme; Molecular biology; Chemistry","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":[],"consensus_categories":[],"category_scores_codex":[0.000158835,0.00006477399,0.0001406659,0.00006399411,0.00002419723,0.000005068506,0.00005747405,0.00008996247,0.00001599781],"category_scores_gemma":[0.00001060324,0.00005435484,0.00003928924,0.00003081552,0.00004929139,0.000002958016,0.00002982483,0.00008447577,6.779884e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004896228,"about_ca_system_score_gemma":0.00003075787,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003650477,"about_ca_topic_score_gemma":0.00005360662,"domain_scores_codex":[0.9994773,0.00003765813,0.0002282608,0.00008606604,0.00004457173,0.0001261742],"domain_scores_gemma":[0.9997444,0.000005369345,0.0001150732,0.00006910535,0.00003097573,0.00003509197],"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":[0.00009862788,0.0001031327,0.03282906,0.000007436046,0.00003359627,0.0001435813,0.00002124791,0.00002373707,0.9632835,0.0003248507,0.001552434,0.00157876],"study_design_scores_gemma":[0.005243443,0.003555059,0.08722091,0.00002909628,0.00003796461,0.003778477,0.00008730528,0.00001269268,0.7273339,0.00556285,0.1667853,0.000353002],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959884,0.002233902,0.00004491327,0.0003578374,0.00005380968,0.00002677693,0.000002057363,9.370328e-7,0.001291341],"genre_scores_gemma":[0.9990019,0.0001537215,0.0001119705,0.0001323995,0.0003665628,6.163532e-7,0.000007943199,0.000005872912,0.0002190498],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2359496,"threshold_uncertainty_score":0.2216526,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004179228957594075,"score_gpt":0.2273535962876217,"score_spread":0.2231743673300276,"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."}}