{"id":"W4410352340","doi":"10.5534/wjmh.250023","title":"Impact of Varicocele on Pregnancy and Live Birth Outcomes in Men with Clinical Varicocele: Systematic Review of Controlled Studies","year":2025,"lang":"en","type":"article","venue":"The World Journal of Men s Health","topic":"Sperm and Testicular Function","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Varicocele; Medicine; Obstetrics; Pregnancy; Gynecology; Infertility","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":[0.003480262,0.0001368334,0.002451785,0.0002436451,0.0000358273,0.000003412089,0.0001039958,0.0000234848,0.00001463125],"category_scores_gemma":[0.002224591,0.00005655549,0.0002032009,0.0003889352,0.00007581731,0.00004526471,0.00002581865,0.0002953088,5.935186e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001448392,"about_ca_system_score_gemma":0.0005550231,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005910313,"about_ca_topic_score_gemma":0.00002552304,"domain_scores_codex":[0.9971773,0.0006376053,0.001612537,0.0000989837,0.000329943,0.0001436202],"domain_scores_gemma":[0.9955637,0.00217842,0.001542682,0.0002945171,0.0003382399,0.00008241975],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"systematic_review","study_design_scores_codex":[0.006709713,0.003199609,0.5135182,0.4599582,0.00836678,0.00007377896,0.001659524,0.00002579282,0.00001541239,0.001547612,0.002872255,0.002053209],"study_design_scores_gemma":[0.01639546,0.008902931,0.3032907,0.6677619,0.002218707,0.000104426,0.0007390785,0.00009561848,0.000005903776,0.0003993508,0.000005430405,0.00008046422],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.3365379,0.6389603,0.000110869,0.01540712,0.0002326172,0.00589862,0.0000068207,0.0000146064,0.002831185],"genre_scores_gemma":[0.9254606,0.07282104,0.000203049,0.0006820661,0.00002669193,0.00001496986,4.264617e-7,0.000009193254,0.0007820072],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5889227,"threshold_uncertainty_score":0.2663204,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03955655719377303,"score_gpt":0.4105161091354099,"score_spread":0.3709595519416368,"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."}}