{"id":"W4387396615","doi":"10.1016/j.fertnstert.2023.08.171","title":"INNER CELL MASS QUALITY DETERMINES THE DEVELOPMENTAL POTENTIAL OF EUPLOID EMBRYOS","year":2023,"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":"Embryo; Andrology; Gynecology; Pregnancy; Ploidy; Pregnancy rate; Biopsy; Embryo transfer; Embryo quality; Grading (engineering); Biology; Fertility; Statistical significance; Gametogenesis; Medicine; Obstetrics; Genetics; Cryopreservation; Internal medicine; In vitro fertilisation; Population","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":[0.0004124883,0.0001792885,0.0002335586,0.0006851719,0.0001745856,0.000757882,0.0002119221,0.0002253639,0.002477509],"category_scores_gemma":[0.001097645,0.0001978668,0.0001400471,0.0002397516,0.000365581,0.0004820001,0.0006827068,0.0003232343,0.0002886315],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003052377,"about_ca_system_score_gemma":0.0001098185,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004253427,"about_ca_topic_score_gemma":0.0004824483,"domain_scores_codex":[0.9998118,0.00004806348,0.00001925415,0.00003553208,0.00005676992,0.00002856379],"domain_scores_gemma":[0.9988513,0.0004759765,0.0003343383,0.00008247248,0.00009577427,0.0001601432],"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":[0.0004714474,0.00001654099,0.01376883,0.00002095353,0.00001481159,0.000152811,0.0001251173,0.00009153801,0.982084,0.0004652036,0.00002581867,0.002762846],"study_design_scores_gemma":[0.00004867718,0.0005525766,0.5866228,0.00002288857,0.00008557217,0.001408765,0.0004255497,0.001353805,0.4065368,0.0008729293,0.002042901,0.00002687086],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973921,0.0003509653,0.0008642815,0.00003090949,0.000004336767,0.000003383958,0.0001065894,0.000006020242,0.001241471],"genre_scores_gemma":[0.998323,0.000184215,0.0003223268,0.00002155457,0.00000493147,0.000003484731,0.0001509408,0.00001694302,0.0009725748],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002477509,"threshold_uncertainty_score":0.008288026,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03134770922994091,"score_gpt":0.2840233374828436,"score_spread":0.2526756282529027,"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."}}