{"id":"W2516662034","doi":"10.1111/andr.12256","title":"Beneficial effects of microsurgical varicocoelectomy on sperm maturation, <scp>DNA</scp> fragmentation, and nuclear sulfhydryl groups: a prospective trial","year":2016,"lang":"en","type":"article","venue":"Andrology","topic":"Sperm and Testicular Function","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Sperm; DNA fragmentation; Andrology; Varicocele; Chromatin; Staining; Semen; Biology; Human fertilization; Medicine; DNA; Anatomy; Infertility; Apoptosis; Biochemistry; Genetics","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":[0.0001032352,0.0001352643,0.0003084873,0.0001068171,0.00006773778,0.000009193853,0.00003296603,0.0001804368,0.00006402332],"category_scores_gemma":[0.0004904821,0.00009016213,0.00006360575,0.0001256209,0.000124069,0.0000609423,0.00001852646,0.00009988838,0.00003795398],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003910368,"about_ca_system_score_gemma":0.000033928,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001488836,"about_ca_topic_score_gemma":0.00000529938,"domain_scores_codex":[0.9990807,0.00006388373,0.0002278608,0.0002913907,0.0001441226,0.0001920958],"domain_scores_gemma":[0.9990745,0.0005147813,0.0001014074,0.0001349576,0.00009952954,0.00007488696],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.04731663,0.00274476,0.08732866,0.0003426857,0.0007045236,0.0003468713,0.002926408,0.000001969036,0.7968415,0.04772801,0.004492537,0.009225438],"study_design_scores_gemma":[0.1399757,0.0247069,0.7497377,0.0001932581,0.0006042566,0.000611531,0.00009773689,0.00007018001,0.07327981,0.005891081,0.004644015,0.0001878876],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973871,0.00009235294,0.000196808,0.00033336,0.000428385,0.000802641,0.000003744792,0.00004601958,0.0007096622],"genre_scores_gemma":[0.9988682,0.00004862492,0.00008722245,0.0003613897,0.0004613754,0.00003520626,0.00001401267,0.00001873977,0.0001052102],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7235617,"threshold_uncertainty_score":0.3676705,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005084884365554771,"score_gpt":0.2258251806549117,"score_spread":0.220740296289357,"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."}}