{"id":"W2145936816","doi":"10.1093/humrep/dem389","title":"Sperm aneuploidy frequencies analysed before and after chemotherapy in testicular cancer and Hodgkin's lymphoma patients","year":2007,"lang":"en","type":"article","venue":"Human Reproduction","topic":"Prenatal Screening and Diagnostics","field":"Medicine","cited_by":197,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; McGill University Health Centre; University of Calgary","funders":"Canadian Institutes of Health Research","keywords":"Aneuploidy; Testicular cancer; Lymphoma; Sperm; Chemotherapy; Biology; Cancer; Non-Hodgkin's lymphoma; Medicine; Oncology; Internal medicine; Chromosome; Genetics","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":[0.0001540361,0.0001084496,0.0002287848,0.0009312836,0.0002350338,0.0002641202,0.00011515,0.000280424,0.001408074],"category_scores_gemma":[0.001106819,0.0001124667,0.0001321211,0.0005210273,0.0002115097,0.0001576757,0.0001442754,0.0001981489,0.0001178156],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003008641,"about_ca_system_score_gemma":0.000113642,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002228355,"about_ca_topic_score_gemma":0.00208856,"domain_scores_codex":[0.999866,0.00003402339,0.00001330597,0.00002537114,0.0000304827,0.0000307199],"domain_scores_gemma":[0.9995159,0.0001432147,0.0001876696,0.0000151869,0.00006315227,0.00007488883],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001157628,0.00004750242,0.9822758,0.00002692367,0.00004299421,0.0009964734,0.0003653786,0.00008833448,0.008162724,0.00003292101,0.00007014626,0.006733114],"study_design_scores_gemma":[0.00001431613,0.0005997907,0.9957798,0.000003133029,0.00002775095,0.001701451,0.0001728853,0.00005637052,0.00135193,0.00001828376,0.0002701966,0.000004209178],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999499,0.000295569,0.00001996614,0.000006418029,0.000001422013,0.000002067226,0.00004543352,0.000001854698,0.0001283811],"genre_scores_gemma":[0.9996337,0.00007934478,0.00002550637,0.000008393112,0.000002618516,0.000002355019,0.00008459138,7.851355e-7,0.0001626753],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002228355,"threshold_uncertainty_score":0.004710436,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0129573648113849,"score_gpt":0.2769675487646632,"score_spread":0.2640101839532783,"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."}}