{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008506475,0.002256132,0.01634141,0.005313044,0.0006544664,0.002850926,0.001732677,0.00221816,0.003241277],"category_scores_gemma":[0.02159199,0.001296498,0.03035588,0.005942596,0.0006042894,0.001384946,0.001214018,0.001454879,0.0002307202],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001840902,"about_ca_system_score_gemma":0.003024666,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005764303,"about_ca_topic_score_gemma":0.01298368,"domain_scores_codex":[0.9951122,0.001999747,0.001600994,0.000555147,0.0005451137,0.000186836],"domain_scores_gemma":[0.9851714,0.01109745,0.002207794,0.0003297552,0.001003478,0.0001902701],"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":[0.001904823,0.00004227777,0.004551684,0.5312398,0.4466694,0.0001394228,0.0001045015,0.0003309726,0.0002832756,0.0001007688,0.0004388205,0.01419423],"study_design_scores_gemma":[0.0003839463,0.000240902,0.004610409,0.03024432,0.9626927,0.0001051488,0.00005648437,0.0001220655,0.000104729,0.00010607,0.001312067,0.00002111172],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004762957,0.9942263,0.0002277233,0.0001186919,0.00007190493,0.0001493181,0.0002766901,0.00001211519,0.0001542614],"genre_scores_gemma":[0.1390629,0.8570665,0.001405917,0.0006626029,0.0002053205,0.0007146042,0.0005893725,0.00001744194,0.0002753215],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01634141,"threshold_uncertainty_score":0.04498708,"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."}}