{"id":"W4411243088","doi":"10.3390/antiox14060720","title":"Role of Redox-Induced Protein Modifications in Spermatozoa in Health and Disease","year":2025,"lang":"en","type":"review","venue":"Antioxidants","topic":"Sperm and Testicular Function","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; McGill University Health Centre","funders":"Canadian Institutes of Health Research","keywords":"Capacitation; Oxidative stress; Acrosome reaction; Oxidative phosphorylation; Infertility; Cell biology; Redox; Motility; Sperm; Male infertility; Biology; Chemistry; Biochemistry; 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":[],"consensus_categories":[],"category_scores_codex":[0.0001801284,0.0001737969,0.0009404697,0.0004841202,0.00002000719,0.000005955039,0.00005536131,0.0001134079,0.00001165318],"category_scores_gemma":[0.000562983,0.0001506689,0.0001021677,0.0005782248,0.0000264417,0.00003919868,0.00002928775,0.0002204764,0.000007613974],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008062527,"about_ca_system_score_gemma":0.00124505,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001957721,"about_ca_topic_score_gemma":0.00002514417,"domain_scores_codex":[0.9986762,0.000117159,0.0006094995,0.0002902867,0.0001371756,0.0001696822],"domain_scores_gemma":[0.9992288,0.00004867738,0.0001971391,0.0003192636,0.00003241634,0.0001736696],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00004914592,0.0006712389,0.00512667,0.09113521,0.00005375293,0.0000604646,0.0001157196,3.075386e-7,0.0003526225,0.001446615,0.00009301797,0.9008952],"study_design_scores_gemma":[0.004518428,0.0004824467,0.1090293,0.667809,0.0008196664,0.0001438277,0.0003964539,0.0002955235,0.0001211513,0.001446227,0.2138621,0.001075858],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01312909,0.9843888,0.000003756466,0.0001343753,0.00003557367,0.001828615,0.00002724584,0.00001821945,0.0004343723],"genre_scores_gemma":[0.02165983,0.9777374,0.00009254276,0.00004332851,0.00002444619,0.0001328197,0.00009593195,0.00001710928,0.0001965932],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8998194,"threshold_uncertainty_score":0.6144099,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03590371772876946,"score_gpt":0.3385384335902981,"score_spread":0.3026347158615287,"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."}}