{"id":"W4412493324","doi":"10.5534/wjmh.250065","title":"The Effects of Varicocele Repair on Testicular Sperm Retrieval, Sperm Recovery in the Ejaculate and Clinical Pregnancy Rates in Non-Obstructive Azoospermic Men with Clinical Varicocele: A Systematic Review and Meta-Analysis","year":2025,"lang":"en","type":"review","venue":"The World Journal of Men s Health","topic":"Sperm and Testicular Function","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Varicocele; Medicine; Testicular sperm extraction; Sperm Retrieval; Intracytoplasmic sperm injection; Sperm; Assisted reproductive technology; Gynecology; Pregnancy rate; Azoospermia; Male infertility; Infertility; Pregnancy; Andrology; Urology; Biology","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01749891,0.0005946147,0.01000011,0.0005687957,0.0001744904,0.00005232489,0.0005288901,0.0002039286,0.00001185204],"category_scores_gemma":[0.01058061,0.0002187294,0.002061786,0.002881453,0.0003060166,0.0001093791,0.0001144778,0.002113442,0.000001693184],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002454256,"about_ca_system_score_gemma":0.001319912,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006585908,"about_ca_topic_score_gemma":0.00008204564,"domain_scores_codex":[0.9868549,0.006633187,0.004717776,0.0005664441,0.0008263271,0.0004013535],"domain_scores_gemma":[0.9703383,0.02336816,0.004339698,0.001407318,0.0003079906,0.0002385542],"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":[0.0005876682,0.001156727,0.001715659,0.8803589,0.09991354,0.0005988597,0.0002385638,0.000005456609,8.711044e-8,0.0002299174,0.001081561,0.01411309],"study_design_scores_gemma":[0.001699158,0.003523099,0.005454135,0.336519,0.6504146,0.0009191239,0.00009768465,0.00007242255,1.997016e-7,0.0002241707,0.0008090494,0.0002673125],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002603851,0.991102,0.00001772469,0.001891517,0.0001085085,0.006392233,0.000008235022,0.000008672603,0.0002106971],"genre_scores_gemma":[0.0005813312,0.9975402,0.0002800128,0.0009189704,0.00008983717,0.00007218914,0.000007480685,0.00003642968,0.0004735129],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5505011,"threshold_uncertainty_score":0.9977537,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04945989743165977,"score_gpt":0.4025427908229289,"score_spread":0.3530828933912691,"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."}}