{"id":"W3082805900","doi":"10.1007/s43032-020-00306-3","title":"Can Oocyte Diameter Predict Embryo Quality?","year":2020,"lang":"en","type":"article","venue":"Reproductive Sciences","topic":"Reproductive Biology and Fertility","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":false,"ca_institutions":"CReATe Fertility Centre; Lunenfeld-Tanenbaum Research Institute; University of Toronto","funders":"","keywords":"Oocyte; Embryo quality; Embryo; Andrology; Biology; Blastocyst; Fertility preservation; Gynecology; Embryogenesis; Fertility; Medicine; Genetics; 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":[0.001666025,0.0003513741,0.0007851903,0.0008796573,0.0001869185,0.00104891,0.0005407556,0.001093944,0.003170333],"category_scores_gemma":[0.01136244,0.0003064408,0.0005770285,0.0007879543,0.0005062748,0.00105523,0.0003776638,0.0005962577,0.001092439],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002504663,"about_ca_system_score_gemma":0.0003183569,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001925822,"about_ca_topic_score_gemma":0.002890037,"domain_scores_codex":[0.9995561,0.0001560527,0.00004259053,0.0001073865,0.00008542115,0.00005240634],"domain_scores_gemma":[0.9930455,0.004684819,0.001016542,0.0003115423,0.0005394945,0.0004021408],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004431356,0.00004908553,0.9678914,0.00008458964,0.0001859628,0.0001537569,0.00007472809,0.0004029382,0.003043131,0.0002390214,0.000839873,0.02659231],"study_design_scores_gemma":[0.00002338853,0.0002962781,0.9911978,0.00008333724,0.0001975694,0.001049751,0.0001940484,0.002441052,0.001359494,0.0008264298,0.002306351,0.00002447618],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9616946,0.01969725,0.004052804,0.002159087,0.0004780804,0.00002817535,0.0008708704,0.00006169701,0.0109575],"genre_scores_gemma":[0.9952549,0.002064643,0.0008177195,0.0003187066,0.0002685236,0.00001124539,0.0003216486,0.00002689276,0.0009157727],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003170333,"threshold_uncertainty_score":0.01060587,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09782474687278112,"score_gpt":0.3522672769816572,"score_spread":0.2544425301088761,"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."}}