{"id":"W2528663195","doi":"10.1038/srep34393","title":"Improved Cryopreservation of Human Umbilical Vein Endothelial Cells: A Systematic Approach","year":2016,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Electrospun Nanofibers in Biomedical Applications","field":"Materials Science","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Canadian Institutes of Health Research; Canadian Blood Services; University of Alberta; Government of Alberta","keywords":"Umbilical vein; Cryopreservation; Umbilical cord; Human umbilical vein endothelial cell; Medicine; Bioinformatics; Andrology; Biology; Anatomy; Cell biology; Embryo; Genetics; In vitro","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0004624938,0.0006211885,0.0004043315,0.0005736719,0.0002775532,0.0002976612,0.0004055199,0.0003229272,0.0005141569],"category_scores_gemma":[0.0003357731,0.0002330436,0.0004466035,0.0003838231,0.0002435515,0.000448698,0.0004030737,0.0007032889,0.0002332757],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002456045,"about_ca_system_score_gemma":0.0004262481,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004947492,"about_ca_topic_score_gemma":0.00138202,"domain_scores_codex":[0.9997258,0.00004162035,0.00004165748,0.00007270322,0.00009055089,0.00002763632],"domain_scores_gemma":[0.9998037,0.00002507203,0.00004655748,0.00004561367,0.00006558985,0.00001348231],"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":[0.00001030454,0.00002053932,0.00009856972,0.00007949259,0.000008450656,0.00003871733,0.00002325823,0.0001503108,0.994198,0.00009628516,0.00003989762,0.00523622],"study_design_scores_gemma":[0.000004021995,0.0001039385,0.001086212,0.00001173293,0.0000328279,0.0001227157,0.00001151265,0.0005572669,0.9951626,0.0000378531,0.002862053,0.000007282364],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6885823,0.01303441,0.2911804,0.0002924761,0.0002400975,0.001428848,0.000704739,0.000527229,0.004009453],"genre_scores_gemma":[0.7175802,0.01132196,0.2645544,0.0001823587,0.00009216995,0.0008848243,0.001190204,0.0001307731,0.004063242],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006211885,"threshold_uncertainty_score":0.002445877,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01420415982818643,"score_gpt":0.2509216213670125,"score_spread":0.2367174615388261,"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."}}