{"id":"W1968588099","doi":"10.1016/j.fertnstert.2012.07.183","title":"Moving towards single embryo transfer: a cautionary tale","year":2012,"lang":"en","type":"article","venue":"Fertility and Sterility","topic":"Assisted Reproductive Technology and Twin Pregnancy","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Fertility Centre","funders":"","keywords":"Single Embryo Transfer; Embryo transfer; Embryo; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004061763,0.0001469963,0.0002795462,0.00004341861,0.0001610131,0.000006951651,0.00005293558,0.0002019849,0.0001956965],"category_scores_gemma":[0.0001495671,0.0001246802,0.00008557478,0.0001176013,0.0003703351,0.0002184803,0.000066516,0.0002676201,0.00001304446],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006063405,"about_ca_system_score_gemma":0.00003975984,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003470788,"about_ca_topic_score_gemma":0.000007799291,"domain_scores_codex":[0.9988907,0.00008217345,0.0002280859,0.0003530808,0.0001309222,0.000315034],"domain_scores_gemma":[0.9992905,0.00002409922,0.00001981344,0.0004569787,0.00005731815,0.0001513269],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01649971,0.003866309,0.7192233,0.001203984,0.0002614666,0.00003680304,0.003186052,2.14926e-7,0.05685366,0.0003632041,0.0001184808,0.1983869],"study_design_scores_gemma":[0.000434102,0.0001522256,0.9870846,0.00004926399,0.00007182518,0.00007291498,0.0001683858,0.00001574659,0.0102707,0.0005492335,0.001019534,0.0001114955],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9876511,0.003672338,0.001353875,0.0008607549,0.0002267737,0.0002948048,0.00002121061,0.0001980099,0.005721191],"genre_scores_gemma":[0.998911,0.00001336176,0.0003279007,0.0001439873,0.00006344822,0.0000216556,0.0000171064,0.000008502246,0.0004930599],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2678613,"threshold_uncertainty_score":0.508431,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03225459108183487,"score_gpt":0.2668028026414118,"score_spread":0.2345482115595769,"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."}}