{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004888507,0.0001295109,0.0001541902,0.00002882702,0.00004818863,0.00002641077,0.00007065595,0.000284375,0.000001856393],"category_scores_gemma":[0.0002948801,0.0001155722,0.00002958135,0.00008641456,0.00005145297,0.000007278505,0.00005824338,0.00009788961,0.000007816428],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005756233,"about_ca_system_score_gemma":0.00007305895,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001045515,"about_ca_topic_score_gemma":0.0002562165,"domain_scores_codex":[0.9990426,0.000134912,0.0001578318,0.0002988148,0.0001362205,0.000229575],"domain_scores_gemma":[0.9994056,0.00003730769,0.0001299357,0.0001613348,0.0001525545,0.0001132892],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001110593,0.00008536304,0.750724,0.00001430641,0.000265946,0.000007012537,0.0003907896,0.0005357686,0.24265,0.0003615132,0.0006317157,0.004222523],"study_design_scores_gemma":[0.004114076,0.00401339,0.6737285,0.000009000572,0.0002195725,0.00004575981,0.0004532434,0.0005181906,0.2184941,0.008569667,0.08944935,0.0003851117],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9912488,0.0009327241,0.005324895,0.0002061574,0.0001200616,0.0001407889,0.00003085997,0.0000124278,0.001983285],"genre_scores_gemma":[0.9967736,0.0001853523,0.002168941,0.0002100528,0.000114956,0.00000987453,0.0002117537,0.00001119665,0.0003142946],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08881763,"threshold_uncertainty_score":0.4712896,"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."}}