{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002485882,0.0002386477,0.0001976686,0.001367793,0.0001923843,0.0006691173,0.0001025056,0.0001950503,0.002653355],"category_scores_gemma":[0.0003687763,0.0001006361,0.0001366101,0.0008139284,0.0001820568,0.0001695277,0.0001660041,0.0001691917,0.0005661932],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001670897,"about_ca_system_score_gemma":0.0002867606,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00105871,"about_ca_topic_score_gemma":0.0008959515,"domain_scores_codex":[0.9998155,0.00003548209,0.00002123944,0.00005509491,0.00005443081,0.00001828058],"domain_scores_gemma":[0.9998887,0.00001883868,0.00002615806,0.000009266255,0.00003939501,0.00001764124],"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":[0.002362612,0.0002800313,0.1980431,0.0009814828,0.0003856409,0.003490675,0.001190301,0.0002716865,0.5852286,0.001239727,0.002070732,0.2044555],"study_design_scores_gemma":[0.00005757375,0.001273891,0.7966385,0.0002472753,0.0002328142,0.01302945,0.0009610599,0.0006988253,0.1351911,0.0006896428,0.05094084,0.00003899181],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.904249,0.07588696,0.004450565,0.0004421731,0.0001621455,0.0001310512,0.002530705,0.0001880792,0.01195927],"genre_scores_gemma":[0.9724018,0.01529997,0.003329259,0.0002129973,0.00007619143,0.00005572786,0.002353847,0.00002612759,0.006244094],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002653355,"threshold_uncertainty_score":0.008876383,"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."}}