{"id":"W3097444847","doi":"10.1111/and.13874","title":"Sperm DNA fragmentation testing: Summary evidence and clinical practice recommendations","year":2020,"lang":"en","type":"review","venue":"Andrologia","topic":"Sperm and Testicular Function","field":"Medicine","cited_by":253,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; St Mary's Hospital Centre","funders":"","keywords":"DNA fragmentation; Infertility; Intracytoplasmic sperm injection; Male infertility; Sperm; Medicine; In vitro fertilisation; Fertility; Unexplained infertility; Gynecology; Andrology; Biology; Pregnancy; Population; 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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0006323667,0.0002361776,0.000911384,0.0000741368,0.00008845171,0.00003831278,0.00006816591,0.0003312738,0.0001011609],"category_scores_gemma":[0.01495993,0.0001825415,0.00017977,0.0003310558,0.00007914953,0.0001877487,0.00007654205,0.0006311752,0.0001725639],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005894875,"about_ca_system_score_gemma":0.0003003684,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001689183,"about_ca_topic_score_gemma":0.00000158483,"domain_scores_codex":[0.9982299,0.0002960805,0.0006588108,0.000488995,0.0001707153,0.0001555385],"domain_scores_gemma":[0.9949791,0.004074574,0.0003965116,0.0002460361,0.0001388274,0.0001649198],"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":[0.00002980861,0.0001014047,0.001884586,0.001714926,0.0001813162,0.0001853243,0.00001236734,2.275457e-8,4.984386e-7,0.00003035986,0.007652193,0.9882072],"study_design_scores_gemma":[0.0002852723,0.0009162193,0.0009596066,0.006505745,0.00431578,0.001129316,0.0000215171,0.00003892264,1.910795e-7,0.00001865176,0.9856473,0.0001615325],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00007861651,0.99455,0.0001020851,0.001971517,0.0005036154,0.0007622701,0.000009316384,0.0001109335,0.001911672],"genre_scores_gemma":[0.00002663329,0.9901447,0.006827569,0.00197673,0.0006125364,0.00003818441,0.0002281827,0.00002682282,0.0001186055],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9880456,"threshold_uncertainty_score":0.9933375,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2453952904982898,"score_gpt":0.4636092491198222,"score_spread":0.2182139586215323,"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."}}