{"id":"W2097284346","doi":"10.1002/btpr.1519","title":"Synergistic effects of liposomes, trehalose, and hydroxyethyl starch for cryopreservation of human erythrocytes","year":2012,"lang":"en","type":"article","venue":"Biotechnology Progress","topic":"Erythrocyte Function and Pathophysiology","field":"Medicine","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Blood Services; University of Alberta","funders":"","keywords":"Trehalose; Cryopreservation; Hydroxyethyl starch; Liposome; Chemistry; Glycerol; Hemolysis; Poloxamer; Biochemistry; Chromatography; Biology; Immunology; Cell biology; 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":[0.0001451948,0.0001387257,0.0004442563,0.0002553249,0.000057876,0.000001805152,0.0000826937,0.0004514295,0.0000109038],"category_scores_gemma":[0.0002372977,0.0001182323,0.0000670378,0.0002018625,0.0006848734,0.00005929193,0.0000745283,0.000145041,0.000001422241],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001925278,"about_ca_system_score_gemma":0.00002416818,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001280811,"about_ca_topic_score_gemma":0.000002927048,"domain_scores_codex":[0.9990955,0.0000380054,0.0002904832,0.0002021252,0.0001015215,0.000272391],"domain_scores_gemma":[0.9991376,0.0001915858,0.0001932997,0.0003044447,0.0001082422,0.00006479995],"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":[0.0004018222,0.0004925374,0.03889319,0.002264656,0.000128302,0.000002446175,0.0001502398,1.539782e-7,0.9326954,0.01311574,0.0002089684,0.01164652],"study_design_scores_gemma":[0.002120752,0.004194763,0.05697918,0.0001795341,0.0001784859,0.00001445514,0.00007005339,0.00005265046,0.9333213,0.0007342579,0.002031307,0.0001232668],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9920984,0.006009795,0.0002620213,0.0005642732,0.0001749251,0.0007440129,0.00001013724,0.00009649019,0.0000399282],"genre_scores_gemma":[0.9966369,0.0001868218,0.002768381,0.00004196399,0.0001076449,0.0001070549,0.00005194062,0.00001943625,0.00007984307],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01808599,"threshold_uncertainty_score":0.4821371,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01900525579816564,"score_gpt":0.2969678196392296,"score_spread":0.2779625638410639,"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."}}