{"id":"W2756243952","doi":"10.1093/biolre/iox104","title":"Reactive oxygen species and protein modifications in spermatozoa†","year":2017,"lang":"en","type":"review","venue":"Biology of Reproduction","topic":"Sperm and Testicular Function","field":"Medicine","cited_by":151,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; McGill University Health Centre","funders":"","keywords":"Capacitation; Spermatozoon; Reactive oxygen species; Sperm; Biology; Cell biology; Acrosome reaction; Oxidative stress; Sperm motility; Motility; Biochemistry; 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":[0.0003026284,0.0006688521,0.0006868012,0.001715654,0.0003166669,0.0007314538,0.0005026303,0.0007867042,0.00436225],"category_scores_gemma":[0.0003744517,0.0001414096,0.000335689,0.001535389,0.0003147805,0.0008947268,0.0005161682,0.000928407,0.001854315],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004401605,"about_ca_system_score_gemma":0.0009173454,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001082127,"about_ca_topic_score_gemma":0.001297751,"domain_scores_codex":[0.9998566,0.00002135918,0.00002317761,0.00002544432,0.00005739207,0.0000159602],"domain_scores_gemma":[0.9998641,0.00003970983,0.00002889679,0.000004348055,0.00004929203,0.00001365091],"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":[0.00009180471,0.00006892104,0.0005752634,0.01999114,0.0001071344,0.0004393156,0.0001164072,0.0002896235,0.005345944,0.004856944,0.03964188,0.9284757],"study_design_scores_gemma":[0.000005747166,0.00008176183,0.001331021,0.001992806,0.00007325903,0.002008857,0.00005644238,0.00006267133,0.001267608,0.001886802,0.9912167,0.0000164378],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002272165,0.9976857,0.0001821209,0.0002703064,0.0002956199,0.000005465694,0.00003452258,0.00001019767,0.001288906],"genre_scores_gemma":[0.001696513,0.9962357,0.000205682,0.0001631798,0.0002651376,0.000006579024,0.00005894371,0.000001815009,0.001366531],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00436225,"threshold_uncertainty_score":0.01459318,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1598764832414769,"score_gpt":0.375996360357049,"score_spread":0.2161198771155721,"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."}}