{"id":"W2902559433","doi":"10.1093/humrep/dey351","title":"Fresh transfer of Day 5 slow-growing embryos versus deferred transfer of vitrified, fully expanded Day 6 blastocysts: which is the optimal approach?","year":2018,"lang":"en","type":"article","venue":"Human Reproduction","topic":"Reproductive Biology and Fertility","field":"Medicine","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Embryo transfer; Embryo; Blastula; Andrology; Vitrification; Biology; Blastocyst; Gynecology; Medicine; Embryogenesis; 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":[0.002153928,0.0002921354,0.000602841,0.0001559233,0.0002871605,0.00001038936,0.0002355144,0.0002737992,0.0002523509],"category_scores_gemma":[0.0004408649,0.0002122274,0.0002618719,0.0004822778,0.0009242937,0.0002002855,0.00003095543,0.0004306982,0.00001167909],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000621533,"about_ca_system_score_gemma":0.00009901962,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005824374,"about_ca_topic_score_gemma":0.0000189734,"domain_scores_codex":[0.9969283,0.0003630583,0.0007368468,0.001233734,0.0003973303,0.0003407148],"domain_scores_gemma":[0.9972556,0.00006491107,0.00009207977,0.001786427,0.0007222862,0.00007869839],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.01672762,0.0007858566,0.00188902,0.0002472753,0.0005991114,0.000001735313,0.01045019,0.00003710098,0.9652233,0.0005787059,0.0009850452,0.002475028],"study_design_scores_gemma":[0.003756652,0.001931226,0.1125098,0.00007355275,0.0005146136,0.00004452868,0.00168751,0.00006224999,0.8769563,0.0001234016,0.002079262,0.0002608672],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9882614,0.0004294237,0.004455505,0.000785936,0.0008878084,0.001137481,0.00001657309,0.0000800671,0.003945824],"genre_scores_gemma":[0.9974067,0.00002195539,0.0002597023,0.00005578536,0.001397139,0.00006348095,0.00005837993,0.00003471865,0.0007021723],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1106208,"threshold_uncertainty_score":0.8654383,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04730353510184526,"score_gpt":0.2916563263509974,"score_spread":0.2443527912491522,"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."}}