{"id":"W4282039759","doi":"10.1016/j.urology.2022.05.036","title":"The Effect of Sperm DNA Fragmentation on Male Fertility and Strategies for Improvement: A Narrative Review","year":2022,"lang":"en","type":"review","venue":"Urology","topic":"Sperm and Testicular Function","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"DNA fragmentation; Sperm; Medicine; Fertility; Assisted reproductive technology; Infertility; Narrative review; Male infertility; DNA damage; Fragmentation (computing); DNA; Narrative; Andrology; Gynecology; Pregnancy; Bioinformatics; Genetics; Biology; Intensive care medicine; Literature; Population","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":[0.001522856,0.0009694826,0.002449433,0.002873524,0.0002941851,0.001816725,0.001157214,0.001713574,0.004873637],"category_scores_gemma":[0.004203673,0.0004160552,0.001302833,0.002892455,0.000631109,0.001657409,0.0009577351,0.001368638,0.0007134989],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007050648,"about_ca_system_score_gemma":0.002822286,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002258891,"about_ca_topic_score_gemma":0.005085564,"domain_scores_codex":[0.9994772,0.0001277746,0.0001211747,0.0001094694,0.0001312881,0.00003311704],"domain_scores_gemma":[0.9974706,0.001933898,0.0002980545,0.00002489529,0.0002268112,0.00004580885],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002839364,0.0000797109,0.0007083974,0.2632056,0.000990783,0.0004102299,0.0001805498,0.0004560195,0.0008050167,0.002746142,0.02260189,0.7075317],"study_design_scores_gemma":[0.0001589965,0.0004492272,0.004899242,0.1741297,0.006684585,0.004258301,0.0005928244,0.0003214937,0.0006456643,0.003581678,0.8041499,0.0001284207],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004757534,0.999643,0.00002762321,0.0001093024,0.00005701456,0.000002680737,0.00001486108,0.000001199794,0.00009681148],"genre_scores_gemma":[0.0004857624,0.9990896,0.00007550474,0.0001677491,0.00009844342,0.000004156315,0.00001426572,4.935546e-7,0.00006399693],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004873637,"threshold_uncertainty_score":0.01630396,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02936380410764915,"score_gpt":0.3459669564932341,"score_spread":0.3166031523855849,"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."}}