{"id":"W4281732943","doi":"10.1016/j.jvir.2022.03.474","title":"Abstract No. 393 Percutaneous varicocele embolization decreases the DNA fragmentation index for infertility treatment: a single-center review over 5 years","year":2022,"lang":"en","type":"review","venue":"Journal of Vascular and Interventional Radiology","topic":"Sperm and Testicular Function","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Varicocele; Medicine; Infertility; Percutaneous; Embolization; DNA fragmentation; Male infertility; Fragmentation (computing); Index (typography); Single Center; Urology; Gynecology; Surgery","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":[0.001182956,0.0006775644,0.002656039,0.002557521,0.000315488,0.001077348,0.001187014,0.0007772412,0.008211845],"category_scores_gemma":[0.002807638,0.0003003225,0.001218682,0.002950146,0.0003873005,0.001280761,0.0005358715,0.0009935512,0.001451115],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004645291,"about_ca_system_score_gemma":0.001508214,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001038755,"about_ca_topic_score_gemma":0.0022381,"domain_scores_codex":[0.999608,0.00006179325,0.0001401854,0.00006580367,0.0001041804,0.0000201643],"domain_scores_gemma":[0.9982787,0.0009153693,0.0003313212,0.00003141115,0.0003932174,0.00005000176],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0004039557,0.00007808764,0.0004373313,0.160782,0.001181031,0.0001884574,0.00007701495,0.0001552956,0.0009214525,0.0005327956,0.02497828,0.8102642],"study_design_scores_gemma":[0.00035839,0.0008516589,0.006024464,0.1177455,0.01164801,0.004486276,0.0002514707,0.0002110962,0.001450068,0.001338507,0.8555503,0.00008422034],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001393032,0.9991552,0.00003766902,0.000172219,0.000152757,0.000009694735,0.00003804703,0.000003649696,0.0002915277],"genre_scores_gemma":[0.0006930394,0.9987867,0.00005993134,0.0001724345,0.0001012425,0.000007534718,0.00004326307,0.000001246715,0.0001346204],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008211845,"threshold_uncertainty_score":0.02747136,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05391072732234254,"score_gpt":0.3402769229164207,"score_spread":0.2863661955940782,"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."}}