{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001311589,0.0002781227,0.0004706905,0.0001243614,0.0004739751,0.0001368506,0.0003102912,0.0001652399,0.00001703163],"category_scores_gemma":[0.00009128278,0.0001737737,0.0001014322,0.0002999481,0.0001346655,0.00001471861,0.0003889777,0.0003694498,0.000001561806],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005670723,"about_ca_system_score_gemma":0.0002121631,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002363572,"about_ca_topic_score_gemma":0.00001246355,"domain_scores_codex":[0.9979587,0.0003673453,0.0004514051,0.0005569477,0.0002772383,0.0003884034],"domain_scores_gemma":[0.9991122,0.0001472588,0.0001807436,0.0004136564,0.00005021695,0.00009589028],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001258618,0.00006256327,0.00002840031,0.002300271,0.0004102775,0.00001345067,0.001098204,0.005582235,0.05880155,0.0009440681,0.0009018592,0.9297312],"study_design_scores_gemma":[0.0002590372,0.00005843343,0.00002138506,0.0006672646,0.0001416717,0.00003577961,0.0004964285,0.0007146611,0.003828067,0.0005971565,0.9928321,0.0003480728],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.009461261,0.9821992,0.006767712,0.0002186902,0.00009906891,0.0009848196,0.00009216469,0.000008967709,0.0001681101],"genre_scores_gemma":[0.01626467,0.9814796,0.0004373298,0.00005313695,0.0002227063,0.00004764294,0.0000905648,0.00004994593,0.0013544],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9919302,"threshold_uncertainty_score":0.7086285,"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."}}