{"id":"W4281389244","doi":"10.5468/ogs.20344","title":"How long can oocytes be frozen with vitrification and still produce competent embryos? A series of six cases","year":2022,"lang":"en","type":"article","venue":"Obstetrics & Gynecology Science","topic":"Reproductive Biology and Fertility","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; Ottawa Hospital; University of Ottawa","funders":"","keywords":"Vitrification; Fertility preservation; Oocyte cryopreservation; Cryopreservation; Oocyte; Fertility; Andrology; Live birth; Pregnancy; Embryo cryopreservation; Gynecology; Embryo; Biology; Medicine; Obstetrics; Population; 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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0008269032,0.0001263116,0.000301624,0.0002813744,0.0004065339,0.00001844359,0.0002202672,0.00004897116,0.00002271425],"category_scores_gemma":[0.009277207,0.00009813952,0.00002417376,0.001428431,0.002228929,0.0001804239,0.0001836143,0.0002354721,4.269134e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001852578,"about_ca_system_score_gemma":0.0005220514,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004691898,"about_ca_topic_score_gemma":0.00006463844,"domain_scores_codex":[0.9983585,0.0001239745,0.0001882079,0.0007061504,0.0003354672,0.0002876573],"domain_scores_gemma":[0.997925,0.0008234702,0.0002016953,0.0005175542,0.0004268795,0.0001053808],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001095649,0.00045482,0.9203287,0.00009150428,0.00004684096,0.0001518295,0.001401098,0.00002998876,0.06925813,0.0006034212,0.00007683702,0.006461232],"study_design_scores_gemma":[0.0004818158,0.001780998,0.9627559,0.000004664236,0.00005154667,0.0003957137,0.001496811,0.00004399268,0.03051187,0.00004123154,0.002327966,0.0001074894],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9909247,0.001466503,0.00003067705,0.006457245,0.0004038761,0.0005556004,0.00003127379,0.00002727459,0.0001028149],"genre_scores_gemma":[0.9981188,0.00004643095,0.0006682928,0.0001812322,0.00001905691,0.00005694578,0.00001605725,0.000006324873,0.0008868622],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04242725,"threshold_uncertainty_score":0.9990681,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02899690905110035,"score_gpt":0.2562723489006458,"score_spread":0.2272754398495455,"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."}}