{"id":"W2031625203","doi":"10.1111/andr.12001","title":"Sperm global <scp>DNA</scp> methylation level: association with semen parameters and genome integrity","year":2015,"lang":"en","type":"article","venue":"Andrology","topic":"Epigenetics and DNA Methylation","field":"Biochemistry, Genetics and Molecular Biology","cited_by":135,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; St Mary's Hospital Centre","funders":"Division of Materials Research","keywords":"Sperm; DNA methylation; DNA fragmentation; Andrology; Biology; Methylation; Chromatin; Sperm motility; Male infertility; Semen; Molecular biology; Genetics; DNA; Infertility; Medicine; Gene; Pregnancy; Apoptosis; Gene expression","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":[0.0002824848,0.0002270167,0.0003577851,0.0005993899,0.0001692207,0.000210516,0.0001371365,0.0002344068,0.002285722],"category_scores_gemma":[0.0009270554,0.0001543457,0.0001339242,0.0005518594,0.0001948287,0.0001477291,0.0001958608,0.0001894463,0.0002024768],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001060391,"about_ca_system_score_gemma":0.0001149818,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00110454,"about_ca_topic_score_gemma":0.001439623,"domain_scores_codex":[0.9998521,0.00003122339,0.00001585759,0.000044236,0.00003639688,0.00002028589],"domain_scores_gemma":[0.9995934,0.00008334107,0.0001787169,0.00002890404,0.00005110016,0.00006447055],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003533768,0.00002621038,0.9816412,0.00003592099,0.00008897758,0.0001223645,0.00007171128,0.0000808914,0.01226683,0.00002221772,0.00004428309,0.005246049],"study_design_scores_gemma":[0.000004874276,0.0002157434,0.9976729,0.000002312323,0.00003106147,0.0005754296,0.00003004443,0.0001258899,0.001162657,0.00001946105,0.0001575512,0.000002063651],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986676,0.0005611462,0.0003740693,0.00001488269,0.0000019076,0.000006308047,0.0001964936,0.000004973087,0.0001726596],"genre_scores_gemma":[0.999241,0.0001131842,0.0001875128,0.000007738759,0.000004835338,0.000004263644,0.0001640673,0.000001648653,0.0002756147],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002285722,"threshold_uncertainty_score":0.007646501,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03334355746610555,"score_gpt":0.2694930461421854,"score_spread":0.2361494886760799,"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."}}