{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001586278,0.0001673446,0.0003703863,0.00005901082,0.0002348722,0.00002072763,0.0002216371,0.00007316957,0.0001406025],"category_scores_gemma":[0.004217792,0.0001177171,0.0001161264,0.0006667554,0.001621862,0.0002383054,0.000101513,0.0002424433,0.0000744983],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004189643,"about_ca_system_score_gemma":0.0002287923,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007116115,"about_ca_topic_score_gemma":0.000003668626,"domain_scores_codex":[0.9971668,0.0002239841,0.0003098952,0.001593721,0.0003760088,0.0003296021],"domain_scores_gemma":[0.9987832,0.00007481108,0.0001164802,0.0006135561,0.0002033847,0.0002085579],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006991378,0.0005065872,0.6192282,0.000224415,0.000302395,0.00007008643,0.007497579,0.00003217131,0.3379911,0.002468496,0.004876374,0.01981114],"study_design_scores_gemma":[0.0003409517,0.0009037699,0.9404079,0.00001477493,0.00003983099,0.00004443849,0.000688985,0.00003904491,0.05121836,0.001923501,0.004200466,0.0001780045],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9316198,0.0008747224,0.0002149771,0.05550722,0.0004047739,0.0005065234,0.00001559152,0.00014626,0.01071014],"genre_scores_gemma":[0.9951281,0.00002722926,0.001212416,0.001757225,0.001160568,0.00001882589,0.000005791161,0.000008177789,0.00068167],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3211796,"threshold_uncertainty_score":0.5975817,"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."}}