{"id":"W2149879432","doi":"10.1093/humrep/der459","title":"Assisted reproduction using donated embryos: outcomes from surveillance systems in six countries","year":2012,"lang":"en","type":"article","venue":"Human Reproduction","topic":"Reproductive Health and Technologies","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"U.S. Public Health Service; Centers for Disease Control and Prevention; Terveyden ja hyvinvoinnin laitos; University of New South Wales; U.S. Department of Health and Human Services; National Institutes of Health; University of Saskatchewan","keywords":"Reproduction; Gynecology; Medicine; Biology; Genetics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001925066,0.0002935336,0.0006949935,0.0004370399,0.0002641444,0.00004422919,0.0001006452,0.0002469168,0.0000495841],"category_scores_gemma":[0.001541571,0.0002619042,0.00008417721,0.0006385618,0.0001968323,0.0004174527,0.00005762136,0.0004440079,0.00004470518],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000530921,"about_ca_system_score_gemma":0.0000778595,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003357923,"about_ca_topic_score_gemma":0.00006754328,"domain_scores_codex":[0.9966904,0.0002030485,0.0008081357,0.001279557,0.0004404846,0.000578369],"domain_scores_gemma":[0.9972324,0.00004812765,0.0004103162,0.001843887,0.0003530683,0.0001122518],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002212586,0.0003320159,0.9631879,0.0002383019,0.00007962785,0.000009908088,0.000315622,0.0001026336,0.03163787,0.0006009244,0.0004903084,0.002783591],"study_design_scores_gemma":[0.0008807231,0.00009638529,0.9789066,0.00011854,0.00004932293,0.0001893797,0.0005992343,0.00004805081,0.007784056,0.0001567732,0.01090607,0.0002648128],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9842988,0.008359082,0.00005712433,0.001695075,0.003416661,0.001102089,0.00000961551,0.0006651383,0.000396364],"genre_scores_gemma":[0.9963421,0.0001546496,0.0004989239,0.00004522179,0.001970222,0.00007336732,0.0001191043,0.00004809808,0.0007483214],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02385381,"threshold_uncertainty_score":0.9999833,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09097178043187362,"score_gpt":0.3501771005211675,"score_spread":0.2592053200892939,"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."}}