{"id":"W2170273567","doi":"10.1093/humrep/deh701","title":"Beneficial effect of microsurgical varicocelectomy on human sperm DNA integrity","year":2004,"lang":"en","type":"article","venue":"Human Reproduction","topic":"Sperm and Testicular Function","field":"Medicine","cited_by":186,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Mount Sinai Hospital; McGill University; McGill University Health Centre","funders":"","keywords":"Varicocele; Sperm; Andrology; Semen; Semen analysis; Biology; Spermatogenesis; Acridine orange; Male infertility; Infertility; Urology; Medicine; Genetics; Staining; Pregnancy","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":[0.0004733329,0.0001719088,0.0003291111,0.0001639741,0.0001663368,0.00001263212,0.00004818415,0.0001341419,0.000180427],"category_scores_gemma":[0.0002423688,0.0001395527,0.0001550353,0.0002320339,0.00009479403,0.00004302345,0.0000171001,0.0003643279,0.00005248804],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000173872,"about_ca_system_score_gemma":0.000031399,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002172994,"about_ca_topic_score_gemma":0.00001514709,"domain_scores_codex":[0.9986332,0.00005622272,0.0002939517,0.0005499183,0.0002875131,0.0001792029],"domain_scores_gemma":[0.9991575,0.00002221432,0.0001108746,0.0005260922,0.0001177225,0.00006561834],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0005892264,0.000885205,0.02151854,0.0002013806,0.00006854628,0.00003519427,0.0001580873,0.0000640568,0.968144,0.005227703,0.000181091,0.002926997],"study_design_scores_gemma":[0.003070902,0.004591389,0.2277698,0.0001520466,0.0002077676,0.0002735045,0.00001302566,0.000002973127,0.7618317,0.00103786,0.0008908076,0.0001582524],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959732,0.00006745997,0.00005064488,0.0001708652,0.0004455023,0.000427948,0.000001188358,0.000134194,0.002729],"genre_scores_gemma":[0.9982023,0.000002836918,0.00007331464,0.00003609989,0.001342023,0.00001318109,0.00006536097,0.00002355598,0.0002413628],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2063123,"threshold_uncertainty_score":0.5690792,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03111657797273957,"score_gpt":0.3139726903247653,"score_spread":0.2828561123520257,"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."}}