{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004446906,0.0002787779,0.0001864029,0.001773186,0.0002024859,0.0003205084,0.0001871434,0.0003442769,0.001841307],"category_scores_gemma":[0.002251023,0.0001541608,0.0001499971,0.0005314494,0.0003184309,0.0002372882,0.0002924886,0.0001966625,0.0001765949],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001477211,"about_ca_system_score_gemma":0.00007517885,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007039594,"about_ca_topic_score_gemma":0.000518383,"domain_scores_codex":[0.9997478,0.00005431072,0.00002915664,0.00005387322,0.00007560213,0.00003928097],"domain_scores_gemma":[0.9992093,0.0003252756,0.0002492018,0.00003648378,0.00008189545,0.00009778709],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004301376,0.00002104399,0.9925355,0.00001856199,0.00006139977,0.0003267356,0.0001571987,0.00008931825,0.002453295,0.00004802838,0.00004989172,0.003808807],"study_design_scores_gemma":[0.00001138812,0.0003957992,0.9951898,0.000005394427,0.0000420726,0.00283067,0.0001820434,0.0002321205,0.0008691062,0.00003666119,0.0002000433,0.00000503285],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993435,0.0002523286,0.0000958274,0.000006042977,0.000002038448,0.000003578042,0.00006182782,0.000003558247,0.0002313716],"genre_scores_gemma":[0.9997061,0.00005731561,0.00007462657,0.000006467202,0.000003968075,0.000002381089,0.0000893682,8.116443e-7,0.00005899727],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001841307,"threshold_uncertainty_score":0.006159782,"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."}}