{"id":"W1985973645","doi":"10.1002/mrd.20686","title":"Impact of cryopreservation and reactive oxygen species on DNA integrity, lipid peroxidation, and functional parameters in ram sperm","year":2006,"lang":"en","type":"article","venue":"Molecular Reproduction and Development","topic":"Sperm and Testicular Function","field":"Medicine","cited_by":210,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre hospitalier de l'Université Laval; Université Laval","funders":"Government of Canada","keywords":"Sperm; Cryopreservation; Biology; Andrology; DNA fragmentation; Sperm motility; Lipid peroxidation; Semen; Motility; Reactive oxygen species; Oxidative stress; Endocrinology; Anatomy; Embryo; Biochemistry; Apoptosis; 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":[0.0002414845,0.0001267793,0.000172348,0.000208094,0.00005495283,0.0000210966,0.00001142331,0.00006324438,0.00002213978],"category_scores_gemma":[0.0002114611,0.000107161,0.00002619722,0.0001559,0.00007170309,0.00009196638,0.00002412521,0.0001187544,0.000001533997],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001162398,"about_ca_system_score_gemma":0.00007528861,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002048761,"about_ca_topic_score_gemma":0.00001710662,"domain_scores_codex":[0.9990236,0.00003306669,0.0002420319,0.0003936047,0.0002059371,0.0001017986],"domain_scores_gemma":[0.9995827,0.00002097854,0.00007286339,0.0001494009,0.0001257069,0.00004836663],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001010609,0.0005745688,0.652788,0.0001138311,0.0001628894,0.00002068384,0.0007892797,0.0004100585,0.3221144,0.0009287312,0.0006954366,0.02039141],"study_design_scores_gemma":[0.0008582468,0.0002093366,0.9212745,0.00005061019,0.00001904955,0.00008771884,0.0001163124,0.0000699284,0.07631636,0.0002163503,0.0006834739,0.00009812299],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975824,0.0001608594,0.0008907019,0.0005484578,0.00009052962,0.0002959119,0.000001077906,0.00002056996,0.0004094746],"genre_scores_gemma":[0.9972083,0.00004240277,0.002289444,0.00005050122,0.00006470403,0.00001508557,0.0001075088,0.000009807502,0.0002122742],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2684864,"threshold_uncertainty_score":0.4369898,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02906996412491202,"score_gpt":0.258143841631577,"score_spread":0.229073877506665,"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."}}