{"id":"W4300865498","doi":"10.1530/rep-22-0200","title":"OXIDATIVE STRESS AND REPRODUCTIVE FUNCTION: The protection of mammalian spermatozoa against oxidative stress","year":2022,"lang":"en","type":"review","venue":"Reproduction","topic":"Sperm and Testicular Function","field":"Medicine","cited_by":106,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; McGill University Health Centre","funders":"Canadian Institutes of Health Research","keywords":"Spermatozoon; Oxidative stress; Capacitation; SOD2; Reactive oxygen species; Superoxide dismutase; Antioxidant; Phospholipid-hydroperoxide glutathione peroxidase; Glutathione peroxidase; Chemistry; Biochemistry; Superoxide; Biology; Sperm; Cell biology; Enzyme; Motility; Genetics","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001004201,0.000548151,0.001333437,0.0003761574,0.000417952,0.00003945516,0.0001360348,0.0002621145,0.0003040435],"category_scores_gemma":[0.001253414,0.0003869167,0.0003897203,0.001153087,0.0003196679,0.000256136,0.0001617109,0.001086106,0.00002137344],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003816016,"about_ca_system_score_gemma":0.0002799868,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001560126,"about_ca_topic_score_gemma":0.000008116665,"domain_scores_codex":[0.9958387,0.0006545424,0.0008518731,0.001698826,0.0006700729,0.0002859602],"domain_scores_gemma":[0.9967675,0.0001059472,0.0009710423,0.001695527,0.0003654299,0.00009455459],"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":[0.0002511453,0.0003819224,0.0000854076,0.01175428,0.0008492845,0.00002074083,0.0005598461,0.00002690544,0.0002146071,0.0001380682,0.0003599966,0.9853578],"study_design_scores_gemma":[0.0004896566,0.000909392,0.000549623,0.004597707,0.00355868,0.0008782328,0.001843262,0.00001495943,0.002980565,0.0000716104,0.9836376,0.000468664],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00292244,0.9877636,0.0002128589,0.0004432473,0.002211379,0.005078449,0.0001339064,0.0001702214,0.001063918],"genre_scores_gemma":[0.002432576,0.9914484,0.00008734677,0.00002581358,0.002532479,0.0008349114,0.0009514125,0.0001069691,0.001580072],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9848891,"threshold_uncertainty_score":0.9998583,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05406767305944907,"score_gpt":0.2954970424279407,"score_spread":0.2414293693684917,"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."}}