{"id":"W2141089255","doi":"10.1093/humrep/den126","title":"A comparison of sperm aneuploidy rates between infertile men with normal and abnormal karyotypes","year":2008,"lang":"en","type":"article","venue":"Human Reproduction","topic":"Sperm and Testicular Function","field":"Medicine","cited_by":135,"is_retracted":false,"has_abstract":true,"ca_institutions":"B.C. Women's Hospital & Health Centre; British Columbia Centre of Excellence for Women's Health; University of British Columbia","funders":"Canadian Institutes of Health Research; Natural Sciences and Engineering Research Council of Canada; University of British Columbia; Michael Smith Health Research BC","keywords":"Aneuploidy; Semen; Biology; Sperm; Male infertility; Andrology; Karyotype; Infertility; Semen analysis; Chromosome; Genetics; Pregnancy; Medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.0001217404,0.0001070533,0.0002679378,0.0000984027,0.0001457098,0.000005613979,0.00002289267,0.00005067752,0.000073258],"category_scores_gemma":[0.00004914743,0.00008516906,0.00002651356,0.0001320696,0.0001582013,0.000113326,0.00001700001,0.0001237929,0.000007918471],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001896974,"about_ca_system_score_gemma":0.00002645929,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001372374,"about_ca_topic_score_gemma":0.000009569347,"domain_scores_codex":[0.9991404,0.00002109796,0.000227089,0.0002990567,0.0001904303,0.0001218733],"domain_scores_gemma":[0.9994203,0.0000145693,0.0001047612,0.000278455,0.0001227537,0.00005918461],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001683232,0.0001293166,0.9797537,0.00007347663,0.0000480847,0.000009862547,0.0009590904,0.00001784922,0.01741958,0.00003975759,0.0002997297,0.001081273],"study_design_scores_gemma":[0.0007577864,0.001003917,0.9292143,0.00003477,0.0001304566,0.0003409288,0.0001505754,0.00005271451,0.06777261,0.00002222882,0.0004304113,0.00008931106],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971976,0.0002817416,0.00006202679,0.000101592,0.00004400496,0.0002352233,0.000001081538,0.00007033164,0.002006374],"genre_scores_gemma":[0.9985169,0.00001623549,0.0003079095,0.000008704074,0.0004812531,0.000007062331,0.00006212131,0.00001485438,0.0005849429],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05053937,"threshold_uncertainty_score":0.3473093,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04679955180078538,"score_gpt":0.3079108291964516,"score_spread":0.2611112773956663,"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."}}