{"id":"W4403594546","doi":"10.1016/j.fertnstert.2024.07.710","title":"BETTER LATE THAN NEVER – IS THE REPRODUCTIVE POTENTIAL OF DAY 7 EUPLOID EMBRYOS PREDICTIBLE BY THE COHORT OF EMBRYOS FROM WHICH IT WAS DERIVED?","year":2024,"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":"University of Toronto; Toronto General Hospital; CReATe Fertility Centre","funders":"","keywords":"Embryo; Andrology; Ploidy; Cohort; Biology; Gynecology; Medicine; Internal medicine; Cell biology; Genetics","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":[0.001351172,0.0001557066,0.0003406389,0.0004099751,0.0003603653,0.0009856866,0.0003739811,0.0006989238,0.003632428],"category_scores_gemma":[0.002139593,0.0002017607,0.0003634639,0.0002432558,0.0004264306,0.001360283,0.0004053453,0.0008223829,0.0009729002],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004724456,"about_ca_system_score_gemma":0.0003419709,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007219876,"about_ca_topic_score_gemma":0.001699395,"domain_scores_codex":[0.9997367,0.00005359539,0.00002131487,0.00007982233,0.00005058635,0.00005799151],"domain_scores_gemma":[0.9986413,0.0003720614,0.0003639903,0.0001542777,0.0001777588,0.0002905933],"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":[0.002070078,0.0001692421,0.2021168,0.0001918677,0.0001864024,0.001340438,0.0005667286,0.0005763305,0.7277173,0.006647628,0.001420227,0.05699699],"study_design_scores_gemma":[0.00008014876,0.002881852,0.8211082,0.0001550709,0.0002007873,0.004410137,0.001383994,0.0008923445,0.1315593,0.01060401,0.02664661,0.00007761212],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9881442,0.001975543,0.00208477,0.001254442,0.0001579027,0.00001152528,0.0005766952,0.00003626104,0.005758653],"genre_scores_gemma":[0.9904305,0.0008713323,0.001224172,0.0008023508,0.00006485151,0.00000908606,0.0004993872,0.00003298635,0.006065287],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003632428,"threshold_uncertainty_score":0.01215166,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01534264208660335,"score_gpt":0.25442993889599,"score_spread":0.2390872968093866,"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."}}