{"id":"W4382465100","doi":"10.5534/wjmh.230034","title":"Does Varicocele Repair Improve Conventional Semen Parameters? A Meta-Analytic Study of Before-After Data","year":2023,"lang":"en","type":"article","venue":"The World Journal of Men s Health","topic":"Sperm and Testicular Function","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Varicocele; Medicine; Meta-analysis; Semen; Semen analysis; Sperm; Male infertility; Population; Sperm motility; Gynecology; Internal medicine; Urology; Andrology; Infertility; 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":[0.004339863,0.0001247309,0.0006823838,0.0002757809,0.00008132,0.00001209455,0.0002923713,0.00002023402,0.0002946261],"category_scores_gemma":[0.0003276301,0.00005358935,0.0002726408,0.0005438895,0.00004870486,0.0001339068,0.0001507545,0.0002911704,0.00001458189],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009318617,"about_ca_system_score_gemma":0.0003040208,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002756337,"about_ca_topic_score_gemma":0.0003387075,"domain_scores_codex":[0.9977582,0.0002847184,0.0008567815,0.0001936697,0.0006871658,0.0002194606],"domain_scores_gemma":[0.997765,0.0002996175,0.0006871932,0.0009083491,0.0001908956,0.0001489284],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01195545,0.0153905,0.5095304,0.002990326,0.1284498,0.001910435,0.01929212,0.0004788088,0.001041495,0.001399877,0.2852016,0.0223592],"study_design_scores_gemma":[0.01222059,0.01463075,0.9049423,0.0003963662,0.03607687,0.000407879,0.007921521,0.007138328,0.0001930709,0.006029672,0.009684159,0.0003584795],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9795398,0.0007087378,0.0001191156,0.01771352,0.0006561175,0.0009877516,0.00004056247,0.00004730448,0.0001870929],"genre_scores_gemma":[0.9951024,0.00004269754,0.0009269593,0.0006272853,0.0002259874,0.00001122309,0.00001619724,0.00001728164,0.003029938],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3954119,"threshold_uncertainty_score":0.3225949,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08582365109504557,"score_gpt":0.3591020907180376,"score_spread":0.273278439622992,"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."}}