{"id":"W4307393401","doi":"10.1016/j.fertnstert.2022.08.703","title":"THE LANDSCAPE OF CHROMOSOMAL ABERRATIONS IN 10,000 EMBRYOS DERIVED FROM FRESH DONOR OOCYTES","year":2022,"lang":"en","type":"article","venue":"Fertility and Sterility","topic":"Reproductive Biology and Fertility","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"CReATe Fertility Centre","funders":"","keywords":"Embryo; Andrology; Biology; Selection (genetic algorithm); Embryo donation; Population; Genetics; Medicine; Computer science","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":[0.0003292308,0.00008533821,0.000208851,0.0006960147,0.0002569378,0.0008340115,0.0002229187,0.0003837762,0.002844201],"category_scores_gemma":[0.001101433,0.000133546,0.0002002421,0.0005549933,0.000225435,0.0003713709,0.000263443,0.0003679098,0.0004129203],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003172196,"about_ca_system_score_gemma":0.000154058,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001105726,"about_ca_topic_score_gemma":0.001755379,"domain_scores_codex":[0.9997616,0.00003575961,0.00001789181,0.00006877808,0.00007505834,0.00004081595],"domain_scores_gemma":[0.9993207,0.0003238385,0.0001183512,0.00003652698,0.0001327136,0.00006790576],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.002386596,0.0001103352,0.1873276,0.000165472,0.0002260802,0.0008315123,0.0005179383,0.00199359,0.74332,0.002730328,0.00122484,0.05916565],"study_design_scores_gemma":[0.00002347964,0.000550431,0.9199206,0.00002964705,0.0001298671,0.002099311,0.0008197664,0.002281569,0.06476015,0.001375336,0.007986652,0.00002322363],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930134,0.001922118,0.0007313169,0.0002002459,0.000009458186,0.000006223082,0.0007853535,0.00002324137,0.003308594],"genre_scores_gemma":[0.9945008,0.001044847,0.0004932113,0.0000871835,0.000009658229,0.000009233629,0.001247745,0.00001689994,0.002590556],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002844201,"threshold_uncertainty_score":0.009514868,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02226079325482445,"score_gpt":0.2582130585893974,"score_spread":0.2359522653345729,"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."}}