{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008117742,0.001325384,0.0006328129,0.001645915,0.002167393,0.0009216593,0.001201477,0.003366523,0.001786807],"category_scores_gemma":[0.006178556,0.0006354792,0.001131123,0.001224547,0.002363048,0.0008918305,0.001050446,0.002675837,0.0009856349],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001104108,"about_ca_system_score_gemma":0.0005723403,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00160948,"about_ca_topic_score_gemma":0.001774006,"domain_scores_codex":[0.9991177,0.0001207393,0.0001835908,0.0001089246,0.0001751208,0.0002940928],"domain_scores_gemma":[0.9973412,0.001027321,0.0006667062,0.0003182455,0.0001399644,0.0005065746],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.00009845661,0.0001124772,0.04703769,0.0001419886,0.00004555786,0.9299231,0.001096456,0.000404928,0.001776027,0.0007321438,0.0007874182,0.01784383],"study_design_scores_gemma":[0.0000150385,0.0001577451,0.007623065,0.00003341956,0.0000230949,0.9884568,0.0003651437,0.0001323895,0.000909306,0.0003220173,0.001941872,0.00002006923],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9577612,0.01815154,0.005938764,0.002507706,0.0005192786,0.0001648326,0.0001247984,0.0001232097,0.01470874],"genre_scores_gemma":[0.992344,0.00290117,0.001419308,0.0004378322,0.0003163382,0.00005441844,0.00008930774,0.0000271919,0.002410443],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003366523,"threshold_uncertainty_score":0.008010864,"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."}}