{"id":"W2811128807","doi":"10.1017/s0967199418000138","title":"Human cumulus cell sensitivity to vitrification, an ultrastructural study","year":2018,"lang":"en","type":"article","venue":"Zygote","topic":"Reproductive Biology and Fertility","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Tellabs (Canada)","funders":"Università degli Studi dell'Aquila; Sapienza Università di Roma","keywords":"Vitrification; Oocyte; Lipid droplet; Ultrastructure; Cell biology; Vacuole; Intracytoplasmic sperm injection; Organelle; Gamete; Endoplasmic reticulum; Chemistry; Golgi apparatus; Sperm; Cytoplasm; Andrology; Biology; Anatomy; Embryo; Botany; In vitro fertilisation; Medicine","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":[0.0002862765,0.0001739049,0.0001648119,0.0003822921,0.0002288682,0.0002201147,0.0001178873,0.0002113009,0.00118267],"category_scores_gemma":[0.0002925862,0.0001020142,0.0001930935,0.0002055205,0.0002942712,0.0002062655,0.0002728683,0.0001574168,0.000187951],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002108322,"about_ca_system_score_gemma":0.0001266946,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001371947,"about_ca_topic_score_gemma":0.0006869988,"domain_scores_codex":[0.9999104,0.00001185376,0.000008959816,0.00001915385,0.00002993846,0.00001981202],"domain_scores_gemma":[0.9998945,0.0000216849,0.00002167041,0.00001980845,0.00002637582,0.00001595373],"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":[0.0004248903,0.00001974753,0.009102914,0.0001226184,0.00002728927,0.0005850153,0.0002047974,0.00007146125,0.984657,0.0001631402,0.0000565265,0.004564658],"study_design_scores_gemma":[0.00006655726,0.001381251,0.5081565,0.00005419448,0.0001676781,0.009288598,0.0006442831,0.001642817,0.4649495,0.0004104955,0.01320683,0.00003134003],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9909096,0.005532817,0.001098606,0.00003801035,0.00002951133,0.00004605529,0.0002721125,0.00001285342,0.002060324],"genre_scores_gemma":[0.9961627,0.001725893,0.0008115006,0.0000375417,0.00002430244,0.00002971478,0.0004494859,0.000007115624,0.0007516923],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001371947,"threshold_uncertainty_score":0.003956437,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03068389779230745,"score_gpt":0.3423385909930604,"score_spread":0.311654693200753,"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."}}