{"id":"W4308055780","doi":"10.5534/wjmh.220142","title":"Impact of Varicocele Repair on Semen Parameters in Infertile Men: A Systematic Review and Meta-Analysis","year":2022,"lang":"en","type":"review","venue":"The World Journal of Men s Health","topic":"Sperm and Testicular Function","field":"Medicine","cited_by":68,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Varicocele; Sperm; Semen; Semen analysis; Medicine; Male infertility; Sperm motility; Infertility; Population; Andrology; Meta-analysis; Urology; Gynecology; Internal medicine; Biology; 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":[0.007259116,0.0003169331,0.009115134,0.0009838357,0.00006189362,0.000009664855,0.0002262774,0.00004323902,0.0006289861],"category_scores_gemma":[0.0008170007,0.0001429616,0.003529235,0.001891263,0.00002876645,0.00004528584,0.00005768239,0.0007758233,0.000002577338],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000677316,"about_ca_system_score_gemma":0.000818974,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002430799,"about_ca_topic_score_gemma":0.00002850412,"domain_scores_codex":[0.9943933,0.00211371,0.002419432,0.0001994878,0.00064747,0.0002265669],"domain_scores_gemma":[0.9942405,0.001336562,0.00335832,0.0007933764,0.00008386555,0.0001873343],"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":[0.00005725025,0.0003261748,0.00003692856,0.8093282,0.1831953,0.00005777918,0.0001679611,0.00003580509,2.262993e-8,0.0000277012,0.003708637,0.003058262],"study_design_scores_gemma":[0.0003432409,0.001606468,0.00009945701,0.05681389,0.9286624,0.0005517182,0.00004309328,0.0000211942,3.201581e-8,0.00002465431,0.0117001,0.0001337246],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001300681,0.996663,0.000004531021,0.000828462,0.00002350878,0.002105322,0.00001550173,0.000007780104,0.0003388809],"genre_scores_gemma":[0.0001568184,0.9984551,0.0001623882,0.0006571216,0.00001957591,0.00007899872,0.00001430846,0.00002601972,0.0004296717],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7525143,"threshold_uncertainty_score":0.6886957,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1267133693000381,"score_gpt":0.4135393059160221,"score_spread":0.2868259366159839,"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."}}