{"id":"W4387959707","doi":"10.21037/tau-23-216","title":"Improved sperm DNA fragmentation levels in infertile men following very short abstinence of 3–4 hours","year":2023,"lang":"en","type":"article","venue":"Translational Andrology and Urology","topic":"Sperm and Testicular Function","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; Lions Gate Hospital; Mount Sinai Hospital; Women's College Hospital; University of Toronto","funders":"","keywords":"Abstinence; Semen; Sperm; DNA fragmentation; Semen analysis; Prospective cohort study; Medicine; Sexual abstinence; Infertility; Andrology; Gynecology; Biology; Internal medicine; Pregnancy; Population; Research methodology; Family planning","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001938214,0.00007917035,0.0001948264,0.0001695812,0.0000327664,0.00000154335,0.00002329136,0.0001391067,0.00009773472],"category_scores_gemma":[0.0000439911,0.00007355198,0.00004618783,0.0001758218,0.00008025887,0.00005777088,0.000007270522,0.0001114589,0.000006220293],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000490898,"about_ca_system_score_gemma":0.00004204589,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002545779,"about_ca_topic_score_gemma":0.0000431363,"domain_scores_codex":[0.9993434,0.00003456181,0.0002141078,0.0001766286,0.00007971982,0.000151591],"domain_scores_gemma":[0.999688,0.0001671331,0.00002509382,0.00005903475,0.00002411309,0.00003665536],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005542684,0.00006895309,0.9350893,0.00002747017,0.00007301972,0.00005943111,0.0005306046,0.0004304857,0.05954778,0.0004707078,0.00002504796,0.003122967],"study_design_scores_gemma":[0.001527325,0.0003301736,0.9866694,0.000007063768,0.00007511822,0.00005540901,0.00003148873,0.008993872,0.0007990015,0.00140489,0.00004830789,0.00005798895],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972309,0.000170536,0.0004622651,0.00115479,0.0001203928,0.0001581505,0.000007346564,0.00003256748,0.0006630198],"genre_scores_gemma":[0.999355,0.00001932327,0.0001120583,0.0003285364,0.00003897366,0.00001459103,0.0000930305,0.000006599457,0.00003185752],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05874878,"threshold_uncertainty_score":0.2999363,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02418682923127775,"score_gpt":0.2802027509189755,"score_spread":0.2560159216876977,"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."}}