{"id":"W3196067935","doi":"10.1093/humrep/deab130.708","title":"P–709 Dual stimulation in-vitro-maturation (Duostim IVM) for overcoming oocyte maturation arrest, resulting in embryo transfer and livebirth","year":2021,"lang":"en","type":"article","venue":"Human Reproduction","topic":"Reproductive Biology and Fertility","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Oocyte; Andrology; Follicular phase; Luteal phase; In vitro maturation; Letrozole; Embryo transfer; In vitro fertilisation; Cryopreservation; Embryo; Antral follicle; Oocyte cryopreservation; Biology; Gynecology; Medicine; Fertility preservation; Internal medicine; Endocrinology; Population; Cell biology; Fertility","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":[0.0002107906,0.0001717789,0.0002697341,0.0001792864,0.0001509137,0.000228159,0.0002002961,0.0002596789,0.006108084],"category_scores_gemma":[0.000235806,0.00006643496,0.0002978037,0.0000880904,0.0001780377,0.0001195468,0.0001626339,0.0003812132,0.0005540705],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002278214,"about_ca_system_score_gemma":0.0003651649,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002620699,"about_ca_topic_score_gemma":0.000487367,"domain_scores_codex":[0.9999243,0.00002557042,0.000008419574,0.00001483202,0.0000136918,0.00001312573],"domain_scores_gemma":[0.9999191,0.00002508112,0.00002254378,0.000005567603,0.000006746894,0.00002096572],"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":[0.05065143,0.004231154,0.01252105,0.003259418,0.0003271671,0.002101711,0.0001394287,0.0007362071,0.4871888,0.001808624,0.00820309,0.428832],"study_design_scores_gemma":[0.01817994,0.1845751,0.07023931,0.0009045991,0.00124692,0.01693731,0.0004650196,0.004737612,0.5752144,0.001843623,0.1255959,0.00006026867],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9485133,0.03011082,0.004157172,0.001542185,0.000541507,0.001106451,0.0004973267,0.0001343632,0.01339698],"genre_scores_gemma":[0.9861091,0.004979771,0.002842353,0.0002743453,0.000122188,0.0003763923,0.0003041325,0.00001014129,0.00498173],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006108084,"threshold_uncertainty_score":0.02043355,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03792394573660417,"score_gpt":0.3091472251297188,"score_spread":0.2712232793931146,"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."}}