{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002999677,0.0001605237,0.0008512483,0.0002523413,0.00005650746,0.000005234764,0.00005491649,0.0002764347,0.00001486221],"category_scores_gemma":[0.0008958279,0.0001244405,0.0001086369,0.0001014428,0.0002417524,0.00004957615,0.00002884267,0.0002177631,0.00001298309],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006836192,"about_ca_system_score_gemma":0.0001228195,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006084441,"about_ca_topic_score_gemma":0.000004284163,"domain_scores_codex":[0.9988876,0.00008398423,0.0003496682,0.0005205614,0.00005409873,0.0001040617],"domain_scores_gemma":[0.9987342,0.00002348967,0.0004197272,0.0007039403,0.00008857995,0.00003004295],"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":[0.00002399947,0.00009974124,0.0003946382,0.003787249,0.0001030375,0.000004763606,0.00004310856,3.557268e-8,0.0008101132,0.0007887513,0.0001101996,0.9938344],"study_design_scores_gemma":[0.0001685544,0.0001068117,0.003642147,0.002580846,0.0002485368,0.0003236832,0.00001894839,8.669745e-7,0.0002167562,0.0001375084,0.9924518,0.0001035375],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002541837,0.9940297,0.00001573458,0.0002239125,0.0002522029,0.00119788,0.00001202135,0.00002468388,0.00170201],"genre_scores_gemma":[0.001567134,0.9956084,0.0003362632,0.000001510781,0.0004024681,0.0001149009,0.0002320337,0.00001534702,0.001721885],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9937308,"threshold_uncertainty_score":0.5074535,"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."}}