{"id":"W4283764858","doi":"10.1093/humrep/deac104.090","title":"O-076 Genomic and morphokinetic blueprint of mosaic embryos is evidence supporting their distinct clinical category","year":2022,"lang":"en","type":"article","venue":"Human Reproduction","topic":"Prenatal Screening and Diagnostics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"CReATe Fertility Centre; University of Toronto","funders":"","keywords":"Biology; Embryo; Comparative genomic hybridization; Aneuploidy; Blastomere; Embryo transfer; Genetics; Copy number analysis; Bioinformatics; Chromosome; Copy-number variation; Embryogenesis; Genome","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":[0.0006808868,0.00009498344,0.0002450726,0.0008482218,0.0002498699,0.0004757006,0.0001846225,0.0002290236,0.00442924],"category_scores_gemma":[0.002570687,0.00007911488,0.0002345778,0.00071464,0.0004144356,0.0002489309,0.0003465412,0.0001380104,0.0004337009],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001673622,"about_ca_system_score_gemma":0.0003143043,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004572211,"about_ca_topic_score_gemma":0.0004670353,"domain_scores_codex":[0.9996362,0.00007123299,0.00006373512,0.0000888608,0.00009214929,0.00004780301],"domain_scores_gemma":[0.9979029,0.0006229862,0.001002795,0.0001233691,0.0001516046,0.0001964044],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003000151,0.00001606695,0.9923349,0.0000399794,0.00002459353,0.0003622176,0.00005751288,0.00002773339,0.00117254,0.00006832703,0.0001526316,0.005443492],"study_design_scores_gemma":[0.00001485621,0.0003119258,0.9927663,0.00005466974,0.00004391924,0.004587447,0.0004231982,0.0001282655,0.0005637562,0.0001931096,0.000906639,0.000005894194],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962252,0.000734954,0.0002940633,0.00006346362,0.00001024452,0.00002242074,0.0008482113,0.000006178093,0.001795228],"genre_scores_gemma":[0.9989064,0.0001901705,0.0001979572,0.00002346686,0.00001228485,0.00001802179,0.0004501685,0.000002921394,0.0001986786],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00442924,"threshold_uncertainty_score":0.0148173,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0876745927603159,"score_gpt":0.3533481825556981,"score_spread":0.2656735897953821,"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."}}