{"id":"W3202757780","doi":"10.1071/rd21091","title":"Effect of freeze–thawing process on lipid peroxidation, miRNAs, ion channels, apoptosis and global DNA methylation in ram spermatozoa","year":2021,"lang":"en","type":"article","venue":"Reproduction Fertility and Development","topic":"Reproductive Biology and Fertility","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"Artificial Insemination Center of Quebec","funders":"","keywords":"Downregulation and upregulation; Semen; Lipid peroxidation; Andrology; DNA methylation; Motility; Methylation; Apoptosis; Sperm; Biology; Chemistry; DNA; Cell biology; Endocrinology; Biochemistry; Oxidative stress; Gene expression; Gene; Medicine","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":[0.001669799,0.0001849646,0.0004050352,0.00008255656,0.0001178158,0.00001340808,0.00003177071,0.0001465421,0.00002457208],"category_scores_gemma":[0.001252581,0.0001574434,0.000035679,0.0003282479,0.0001173688,0.0001502078,0.0000454126,0.0001588686,0.000003527501],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001403876,"about_ca_system_score_gemma":0.0001437098,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002152956,"about_ca_topic_score_gemma":0.000007539181,"domain_scores_codex":[0.9979101,0.0002915151,0.0004766762,0.000923174,0.000221952,0.0001765986],"domain_scores_gemma":[0.9991097,0.00005292436,0.0001128119,0.000385903,0.000258994,0.00007969351],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0144366,0.0008479375,0.6746012,0.002110544,0.0001632323,0.000005530381,0.002723347,0.0000533468,0.07553804,0.00003120842,0.0000411496,0.2294479],"study_design_scores_gemma":[0.0005491473,0.0001437166,0.5183709,0.00007964383,0.00001596774,0.00001640648,0.00010471,0.00001244,0.4803094,0.000072917,0.0002534641,0.0000713203],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967093,0.0009370759,0.000106147,0.00109205,0.0004048368,0.0005378342,0.000002575511,0.00003829469,0.0001718311],"genre_scores_gemma":[0.99931,0.00007623174,0.0002916276,0.00003941402,0.0001045866,0.00003914681,0.0000665249,0.000006300482,0.00006616706],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4047714,"threshold_uncertainty_score":0.6420356,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01991472261790927,"score_gpt":0.2948364745946549,"score_spread":0.2749217519767456,"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."}}