{"id":"W4385307969","doi":"10.3390/jcm12154928","title":"Paternal Age Matters: Association with Sperm Criteria’s- Spermatozoa DNA Integrity and Methylation Profile","year":2023,"lang":"en","type":"article","venue":"Journal of Clinical Medicine","topic":"Demographic Trends and Gender Preferences","field":"Social Sciences","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Fertility Centre","funders":"","keywords":"Medicine; DNA methylation; Sperm; Association (psychology); Methylation; Andrology; Genetics; DNA; Gene; Gene expression; Biology","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":[0.007751284,0.00009234209,0.0004608165,0.0001775841,0.0001230991,0.0000556224,0.000161187,0.0001492551,0.0003914784],"category_scores_gemma":[0.001840368,0.00005530571,0.00008224617,0.0003952413,0.0002934702,0.0002730763,0.00002353461,0.0005642921,0.00001146549],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002895667,"about_ca_system_score_gemma":0.000113298,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002995797,"about_ca_topic_score_gemma":0.000606801,"domain_scores_codex":[0.9973409,0.000598834,0.0008618369,0.0001385965,0.0008529223,0.0002068956],"domain_scores_gemma":[0.9976096,0.001063575,0.0007709182,0.00007352677,0.0002564389,0.0002259145],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002163387,0.00009463942,0.8528517,0.00004094727,0.0001920397,0.0001374492,0.01128663,3.874849e-7,0.0001927104,0.0005953844,0.04736008,0.08703172],"study_design_scores_gemma":[0.00154943,0.0008330003,0.9500762,0.0003310489,0.000118234,0.00001126772,0.005339002,0.00003608648,0.00002700671,0.006620061,0.03494968,0.000109001],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9212785,0.000109928,0.0001268863,0.07113761,0.001362456,0.00009313889,0.000004852548,0.00003221034,0.005854366],"genre_scores_gemma":[0.9948444,0.001142847,0.0004434508,0.0008461612,0.001910142,0.000001359125,0.000004379473,0.000006596201,0.0008006156],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09722451,"threshold_uncertainty_score":0.4286413,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1516422563607155,"score_gpt":0.4604143708393754,"score_spread":0.3087721144786599,"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."}}