{"id":"W3093222859","doi":"10.1016/j.fertnstert.2020.08.1253","title":"BATCHING OF BLASTOCYSTS TOGETHER WITH PREIMPLANTATION GENETIC TESTING FOR ANEUPLOIDY (PGT-A) IS A HIGHLY SUCCESSFUL STRATEGY FOR ADVANCED MATERNAL AGE AND YOUNGER WOMEN WITH DIMINISHED OVARIAN RESERVE","year":2020,"lang":"en","type":"article","venue":"Fertility and Sterility","topic":"Assisted Reproductive Technology and Twin Pregnancy","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; CReATe Fertility Centre","funders":"","keywords":"Aneuploidy; Ovarian reserve; Advanced maternal age; Fertility; In vitro fertilisation; Embryo transfer; Pregnancy; Gynecology; Population; Medicine; Reproductive medicine; Embryo; Live birth; Pregnancy rate; Miscarriage; Obstetrics; Biology; Infertility; Fetus; Genetics; Chromosome","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002060907,0.0001761102,0.0003976954,0.0000293828,0.0001149884,0.00001975279,0.00006553174,0.0001078439,0.000008024671],"category_scores_gemma":[0.0001419271,0.0001277351,0.00001922666,0.0001059859,0.0002403796,0.0001750868,0.00004152499,0.0001347082,9.338545e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002182044,"about_ca_system_score_gemma":0.00005818089,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006047084,"about_ca_topic_score_gemma":0.00005370038,"domain_scores_codex":[0.9987391,0.00004781737,0.0002854707,0.0005704837,0.00011842,0.0002386961],"domain_scores_gemma":[0.9992013,0.0001106254,0.0001494818,0.0002584304,0.0001732362,0.000106932],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.2213397,0.0002388249,0.6836255,0.005745544,0.000347192,0.00005756094,0.006999551,0.00002058236,0.05270923,0.00001409384,0.000003227769,0.02889895],"study_design_scores_gemma":[0.002946032,0.00489793,0.9809975,0.000224368,0.0001093844,0.00004062972,0.0006533042,0.0004241824,0.008997206,0.000566148,0.00001238253,0.0001309168],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934074,0.0001319949,0.004379512,0.0004130915,0.00001688005,0.001410365,0.0001186571,0.00006334341,0.00005880035],"genre_scores_gemma":[0.9903973,0.000002214381,0.009217155,0.00009343767,0.00002112644,0.0002042649,0.00001398647,0.00001770297,0.00003282671],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.297372,"threshold_uncertainty_score":0.5208887,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.038531758234219,"score_gpt":0.2750187982406205,"score_spread":0.2364870400064015,"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."}}