{"id":"W4213365296","doi":"10.1089/ars.2021.0092","title":"The Stallion Spermatozoa: A Valuable Model to Help Understand the Interplay Between Metabolism and Redox (De)regulation in Sperm Cells","year":2022,"lang":"en","type":"review","venue":"Antioxidants and Redox Signaling","topic":"Advanced Glycation End Products research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Metabolism; Redox; Sperm; Biochemistry; Pentose phosphate pathway; Chemistry; Carbohydrate metabolism; Cell biology; Metabolic pathway; Biology; Glycolysis; Genetics","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":[0.0003369615,0.0005114817,0.0003507242,0.0004158167,0.0003754347,0.0005147186,0.0003212487,0.0005814243,0.002279814],"category_scores_gemma":[0.0001643532,0.0001079815,0.0002778503,0.0002053806,0.0002819634,0.0006109885,0.0003822092,0.0006147138,0.0006492701],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000346829,"about_ca_system_score_gemma":0.0003173772,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001194165,"about_ca_topic_score_gemma":0.0020059,"domain_scores_codex":[0.9999036,0.00002983695,0.000005644868,0.00002482532,0.00001976457,0.00001636162],"domain_scores_gemma":[0.9999229,0.00001636154,0.00001689538,0.000007424005,0.00001515411,0.00002121896],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005341549,0.00008849389,0.004450822,0.000974863,0.0001051346,0.0008386599,0.0002417431,0.0007957029,0.9479553,0.008395058,0.006212252,0.02940791],"study_design_scores_gemma":[0.0002029782,0.005578054,0.07277554,0.001034677,0.0008292572,0.006587948,0.001181966,0.01062774,0.3948995,0.01124423,0.4948047,0.000233437],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.6451257,0.2452145,0.05258849,0.0123423,0.003542004,0.0004136139,0.01419075,0.001135732,0.02544703],"genre_scores_gemma":[0.8734814,0.0649879,0.02999647,0.001669778,0.0005779746,0.000323616,0.00867031,0.0001458368,0.02014671],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.002279814,"threshold_uncertainty_score":0.007626772,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04780082986407289,"score_gpt":0.3626603798345036,"score_spread":0.3148595499704306,"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."}}