{"id":"W4406928111","doi":"10.1007/s00404-025-07968-x","title":"The correlation between blastocyst morphological parameters and chromosomal euploidy, aneuploidy and other chromosomal abnormalities following pre-implantation genetic testing—a single center retrospective study","year":2025,"lang":"en","type":"article","venue":"Archives of Gynecology and Obstetrics","topic":"Prenatal Screening and Diagnostics","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Aneuploidy; Medicine; Blastocyst; Ploidy; Human genetics; Andrology; Retrospective cohort study; Single Center; Gynecology; Genetics; Obstetrics; Embryo; Biology; Chromosome; Internal medicine; Gene; Embryogenesis","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":[0.001013877,0.0002389767,0.0004011161,0.0007809585,0.0003874198,0.0004802629,0.0003775576,0.0004105619,0.001155238],"category_scores_gemma":[0.003325831,0.0003403901,0.0003162159,0.0008301905,0.0003490807,0.0004685346,0.0003855239,0.0003608215,0.0001683348],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002364321,"about_ca_system_score_gemma":0.0003736845,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001918649,"about_ca_topic_score_gemma":0.002355494,"domain_scores_codex":[0.9992312,0.0001366059,0.0001298806,0.0002458794,0.0001901122,0.00006639335],"domain_scores_gemma":[0.9977168,0.0004797716,0.001075856,0.0002683333,0.0002515681,0.0002077099],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003860268,0.000007624618,0.9990695,0.000005736338,0.00002434713,0.0001663618,0.0000174374,0.00001391971,0.0001746066,0.000006311814,0.00002667885,0.0004489358],"study_design_scores_gemma":[0.000006295165,0.0001202674,0.9971378,0.000009317876,0.00004409707,0.002055374,0.0001215064,0.0001590719,0.0001635573,0.00001146516,0.000167225,0.000004005681],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992601,0.0002765267,0.0001121906,0.00001081688,0.000002317337,0.000009371664,0.0001787829,0.000001706752,0.0001482367],"genre_scores_gemma":[0.9995031,0.0001024607,0.00008422961,0.00001325927,0.000003212256,0.000007090874,0.0002381162,0.000001524451,0.00004698015],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001918649,"threshold_uncertainty_score":0.005361974,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01976625690638727,"score_gpt":0.2617754399060684,"score_spread":0.2420091829996812,"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."}}