{"id":"W2801361992","doi":"10.1007/s10815-018-1184-7","title":"Issues related to human oocyte vitrification: a consideration of the facts","year":2018,"lang":"en","type":"letter","venue":"Journal of Assisted Reproduction and Genetics","topic":"Reproductive Biology and Fertility","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; McGill University; Ottawa Fertility Centre; McGill University Health Centre","funders":"","keywords":"Vitrification; Reproductive medicine; Oocyte; Human genetics; Oocyte donation; Andrology; Gynecology; Medicine; Computational biology; Biology; Pregnancy; Genetics; Embryo","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":[0.0008120899,0.0001612982,0.000458585,0.0001618549,0.0001463253,0.00001615374,0.00009676268,0.0004854797,0.00004526056],"category_scores_gemma":[0.0008038674,0.0001028227,0.0001540402,0.0002145957,0.0003559867,0.00003520125,0.00003284217,0.0008865973,0.00000371945],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005104439,"about_ca_system_score_gemma":0.0001445215,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004430354,"about_ca_topic_score_gemma":0.000001270924,"domain_scores_codex":[0.9980737,0.0002679453,0.0008341164,0.0003997597,0.0003118833,0.0001125911],"domain_scores_gemma":[0.9967384,0.00002681305,0.0009594852,0.0007829227,0.001439171,0.00005320487],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001169493,0.000158366,0.007005317,0.0002500772,0.0005653311,0.00002429077,0.0008272115,0.000007392081,0.1503091,0.000006337768,0.8344672,0.005209822],"study_design_scores_gemma":[0.0004135069,0.0006621599,0.4423662,0.0001545329,0.0003191039,0.001258278,0.00005255564,0.000001292827,0.07442061,0.0003080773,0.479948,0.00009577014],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.4773723,0.002937621,0.00002472855,0.5175141,0.00152811,0.0003981093,0.000004574085,0.00000890229,0.0002115723],"genre_scores_gemma":[0.9033369,0.001054644,0.002969563,0.05722165,0.01332156,0.00000758109,0.00006080442,0.00005885944,0.02196838],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4602925,"threshold_uncertainty_score":0.419299,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05061677503460836,"score_gpt":0.335858211153323,"score_spread":0.2852414361187146,"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."}}