{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009369035,0.0006978558,0.001501277,0.0002446934,0.0003445541,0.000576153,0.0003475018,0.0009026513,0.002689242],"category_scores_gemma":[0.0009099624,0.0003128466,0.00101129,0.0004077616,0.0006154384,0.0003464149,0.000209209,0.0007733661,0.0002092088],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002555282,"about_ca_system_score_gemma":0.0005311696,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005585874,"about_ca_topic_score_gemma":0.0009443095,"domain_scores_codex":[0.9995522,0.0002378837,0.00004749368,0.00006356952,0.00004208638,0.00005674256],"domain_scores_gemma":[0.9992585,0.0002157398,0.0001950558,0.00006196067,0.00004519491,0.0002236966],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.9536005,0.006211546,0.01065596,0.0005846804,0.001922122,0.00009128504,0.00004327346,0.0002056414,0.003045247,0.00006148504,0.0002451945,0.02333312],"study_design_scores_gemma":[0.4230522,0.488753,0.07884493,0.0001668206,0.003494002,0.0002608566,0.0001036812,0.0007304717,0.002773891,0.0001908549,0.001587147,0.00004206111],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919682,0.006832788,0.0001198196,0.0001412255,0.00009150804,0.0002839512,0.0001682619,0.0000144519,0.0003797967],"genre_scores_gemma":[0.9951723,0.003114255,0.0002246883,0.000214583,0.0001727259,0.0003225723,0.0002298932,0.000003948272,0.0005450309],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002689242,"threshold_uncertainty_score":0.008996427,"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."}}