{"id":"W7024898643","doi":"","title":"Sperm DNA methylome abnormalities occur both pre- and post-treatment in men with Hodgkin disease and testicular cancer","year":2023,"lang":"en","type":"article","venue":"Florence Research (University of Florence)","topic":"Epigenetics and DNA Methylation","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research; Génome Québec; Compute Canada; McGill University","keywords":"Epigenome; DNA methylation; Epigenetics; Disease; Sperm; Testicular cancer; Sperm bank; Cancer","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001584021,0.00009750532,0.0002122692,0.0005605954,0.0002125942,0.0002127088,0.0001299848,0.0002585028,0.002100296],"category_scores_gemma":[0.000799312,0.0001260251,0.0001236247,0.0006077602,0.0001753378,0.0001532041,0.0001770315,0.0002164516,0.0001408012],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002556788,"about_ca_system_score_gemma":0.0001765336,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005004525,"about_ca_topic_score_gemma":0.009576648,"domain_scores_codex":[0.999872,0.00002992124,0.00001141196,0.00002952933,0.00002952393,0.00002752938],"domain_scores_gemma":[0.9997326,0.00006272636,0.0001062714,0.00001759453,0.00003273131,0.00004799541],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008556896,0.00002822193,0.9789233,0.00004306204,0.00006195867,0.0002844028,0.0002399152,0.00006251338,0.005818021,0.00002971089,0.0001804627,0.01347283],"study_design_scores_gemma":[0.000005339837,0.0001749576,0.9983349,0.000003730403,0.00002036967,0.0004993754,0.000110782,0.0000443863,0.0005361514,0.00001798412,0.0002495255,0.000002405453],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997867,0.001457645,0.00005628836,0.00005311318,0.000006776078,0.00000388086,0.0001815651,0.000006942804,0.000366788],"genre_scores_gemma":[0.9995707,0.0001147092,0.00002793792,0.00001720766,0.000004596073,0.00000141751,0.00007602932,8.512411e-7,0.0001865409],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005004525,"threshold_uncertainty_score":0.009950817,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02899940827343207,"score_gpt":0.3038541701683071,"score_spread":0.2748547618948751,"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."}}