{"id":"W4409306724","doi":"10.5534/wjmh.250005","title":"Global Andrology Forum Clinical Guidelines on the Relevance of Sperm DNA Fragmentation in Reproductive Medicine","year":2025,"lang":"en","type":"article","venue":"The World Journal of Men s Health","topic":"Sperm and Testicular Function","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; DNA fragmentation; Andrology; Reproductive medicine; Sperm; Gynecology; Genetics; Biology; 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":[0.05126118,0.002234914,0.003655712,0.01557892,0.002228205,0.003888248,0.006826948,0.01139543,0.005493941],"category_scores_gemma":[0.1671343,0.001418185,0.006313476,0.008650232,0.003029219,0.003062668,0.005529433,0.007106196,0.003339838],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00632175,"about_ca_system_score_gemma":0.0327396,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01564673,"about_ca_topic_score_gemma":0.01925867,"domain_scores_codex":[0.9357989,0.03181528,0.01974309,0.001215759,0.009839787,0.001587236],"domain_scores_gemma":[0.824357,0.07364908,0.02244151,0.003344374,0.07212923,0.004078666],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002345197,0.0002027631,0.00267676,0.06847998,0.0006561506,0.0007760874,0.002322915,0.001617343,0.001011754,0.01133911,0.5301843,0.3804983],"study_design_scores_gemma":[0.0004522488,0.0002387592,0.004945072,0.2668359,0.001510707,0.001374494,0.001147681,0.001053822,0.0005831163,0.01347438,0.7081578,0.0002260439],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"methods","genre_scores_codex":[0.004345737,0.4926865,0.03845339,0.3577924,0.02817972,0.01442626,0.007803401,0.001039608,0.05527301],"genre_scores_gemma":[0.04590925,0.3929884,0.3797515,0.1160585,0.01012986,0.02660734,0.01309936,0.0004781408,0.01497774],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.05126118,"threshold_uncertainty_score":0.2710983,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06650834633409611,"score_gpt":0.438476905143853,"score_spread":0.3719685588097569,"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."}}