{"id":"W2170273567","doi":"10.1093/humrep/deh701","title":"Beneficial effect of microsurgical varicocelectomy on human sperm DNA integrity","year":2004,"lang":"en","type":"article","venue":"Human Reproduction","topic":"Sperm and Testicular Function","field":"Medicine","cited_by":186,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Mount Sinai Hospital; McGill University; McGill University Health Centre","funders":"","keywords":"Varicocele; Sperm; Andrology; Semen; Semen analysis; Biology; Spermatogenesis; Acridine orange; Male infertility; Infertility; Urology; Medicine; Genetics; Staining; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002336145,0.0001667943,0.0001884056,0.0003937837,0.0001504196,0.0001406031,0.00006560994,0.0001281298,0.002270993],"category_scores_gemma":[0.000814759,0.00005788435,0.0001501911,0.0001576198,0.0002465872,0.0001541463,0.0001190625,0.0001410159,0.0001023997],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001596525,"about_ca_system_score_gemma":0.0001589077,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003731282,"about_ca_topic_score_gemma":0.0007712388,"domain_scores_codex":[0.9999137,0.0000248358,0.00001062339,0.00001077861,0.00002142512,0.0000186118],"domain_scores_gemma":[0.9994923,0.0002040759,0.0001530154,0.00002630027,0.00005440652,0.00006987635],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01191703,0.0004053528,0.4067803,0.001150891,0.0004279197,0.00213656,0.0002945942,0.001032879,0.3079568,0.0002049345,0.0007602333,0.2669324],"study_design_scores_gemma":[0.00007082504,0.01112159,0.9012218,0.00004798729,0.0001632246,0.006545148,0.0001600423,0.0003187654,0.07749095,0.0001027697,0.002742097,0.00001475678],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9916019,0.007451752,0.000266439,0.00008299582,0.00001742995,0.000009564807,0.00006942607,0.0000188273,0.0004817328],"genre_scores_gemma":[0.998377,0.00117529,0.0001770476,0.00002569218,0.00002274387,0.00000285786,0.00007215115,0.000001620088,0.0001455647],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002270993,"threshold_uncertainty_score":0.007597268,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03111657797273957,"score_gpt":0.3139726903247653,"score_spread":0.2828561123520257,"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."}}