{"id":"W4390055528","doi":"10.5534/wjmh.230235","title":"Effects of Varicocele Repair on Sperm DNA Fragmentation and Seminal Malondialdehyde Levels in Infertile Men with Clinical Varicocele: A Systematic Review and Meta-Analysis","year":2023,"lang":"en","type":"review","venue":"The World Journal of Men s Health","topic":"Sperm and Testicular Function","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Varicocele; Medicine; DNA fragmentation; Meta-analysis; Urology; Male infertility; Sperm; Andrology; Confidence interval; Subgroup analysis; Infertility; Internal medicine; Biology; Apoptosis","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":[0.007698093,0.000365156,0.008121418,0.0007923732,0.00006511268,0.00001737664,0.0001551276,0.0001003275,0.00005212752],"category_scores_gemma":[0.0009968921,0.0001741348,0.00103157,0.001678673,0.00007182536,0.00008171843,0.00005120079,0.0007634277,0.000004553719],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001941287,"about_ca_system_score_gemma":0.0005542511,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006544981,"about_ca_topic_score_gemma":0.00005874255,"domain_scores_codex":[0.994011,0.002007162,0.00276871,0.0003095788,0.0006647392,0.0002388338],"domain_scores_gemma":[0.992622,0.003354501,0.003152253,0.0004874402,0.0001494905,0.0002342986],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.00009630862,0.0003455688,0.0001164445,0.9359211,0.05979957,0.0001550862,0.0001610717,0.000002129877,1.999142e-7,0.00007260514,0.0007980575,0.002531851],"study_design_scores_gemma":[0.001050222,0.002103214,0.001971979,0.1720961,0.8206589,0.0006129179,0.00004560579,0.00002766607,6.768783e-7,0.00004562094,0.001205489,0.0001815925],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002251387,0.9957362,0.00003949311,0.0007451651,0.00003556909,0.003101806,0.00001073255,0.00001483612,0.00009106183],"genre_scores_gemma":[0.0004913019,0.9975464,0.0003810018,0.0007741478,0.00007737356,0.00008013487,0.00001178652,0.00004108778,0.0005968179],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7638249,"threshold_uncertainty_score":0.7101012,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1119411766560351,"score_gpt":0.4223421460430201,"score_spread":0.310400969386985,"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."}}