{"id":"W2546808156","doi":"10.21037/tau.2016.10.03","title":"Clinical utility of sperm DNA fragmentation testing: practice recommendations based on clinical scenarios","year":2016,"lang":"en","type":"review","venue":"Translational Andrology and Urology","topic":"Sperm and Testicular Function","field":"Medicine","cited_by":379,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"American Center for Reproductive Medicine, Cleveland Clinic","keywords":"DNA fragmentation; Fertility; Sperm; Varicocele; Semen analysis; In vitro fertilisation; Semen; Medicine; Clinical Practice; Male infertility; Andrology; Infertility; Gynecology; Biology; Pregnancy; Family medicine; Apoptosis; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004468393,0.0009936616,0.001762764,0.003767826,0.0004375909,0.001573133,0.002146141,0.002471303,0.003443995],"category_scores_gemma":[0.01504898,0.0004018172,0.001119997,0.002403715,0.0007903663,0.001794563,0.001119395,0.002093992,0.002513212],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001291804,"about_ca_system_score_gemma":0.003082231,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003029962,"about_ca_topic_score_gemma":0.005384307,"domain_scores_codex":[0.9972352,0.0009135723,0.0007354774,0.0002455128,0.0007813467,0.00008878833],"domain_scores_gemma":[0.9932688,0.00370802,0.0006521859,0.0001206325,0.002075298,0.000175007],"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":[0.00007744237,0.00006207845,0.001257733,0.02750405,0.0001566702,0.000580144,0.0002175687,0.0005550411,0.0005680702,0.002242859,0.05598125,0.9107971],"study_design_scores_gemma":[0.0001063727,0.0001607258,0.005630139,0.1098379,0.000861857,0.006008068,0.000897089,0.0008173235,0.0009420417,0.009733404,0.8648739,0.0001311911],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005638406,0.9802834,0.002403106,0.01061533,0.0008805671,0.0001319785,0.0001942363,0.00006784675,0.004859743],"genre_scores_gemma":[0.004949229,0.9822563,0.007536579,0.003411911,0.0004984929,0.0001631734,0.0002674147,0.00001696661,0.000899886],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004468393,"threshold_uncertainty_score":0.02363139,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1775326976441635,"score_gpt":0.4541575397824492,"score_spread":0.2766248421382856,"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."}}