{"id":"W4408884596","doi":"10.1111/vox.70012","title":"Reduction in cord blood graft potency due to processing delay can be prevented by trehalose supplementation","year":2025,"lang":"en","type":"article","venue":"Vox Sanguinis","topic":"Mesenchymal stem cell research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Blood Services; University of Ottawa","funders":"Canadian Institutes of Health Research; Health Canada","keywords":"Potency; Cord blood; Trehalose; Haematopoiesis; Cryopreservation; Andrology; Transplantation; CD34; Progenitor cell; Viability assay; Stem cell; Paracrine signalling; Pharmacology; Biology; Cell; In vitro; Immunology; Cell biology; Medicine; Biochemistry; Internal medicine; Receptor","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003748271,0.0001592549,0.0002683926,0.0004463032,0.00008296948,0.00003291081,0.0001188783,0.00009492034,0.0004544345],"category_scores_gemma":[0.0002572768,0.0001535485,0.00005082913,0.001161858,0.0000378932,0.0000738118,0.00005772099,0.000225718,0.00001454547],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002023034,"about_ca_system_score_gemma":0.0003136594,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00253851,"about_ca_topic_score_gemma":0.000848585,"domain_scores_codex":[0.9982179,0.0001124914,0.0004172458,0.0004118028,0.0004438659,0.000396738],"domain_scores_gemma":[0.999299,0.00004005394,0.00006487457,0.000258263,0.0001629926,0.0001747388],"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":[0.001349127,0.001712993,0.02923343,0.0010543,0.000158207,0.0004972895,0.004373482,0.00000951683,0.4885678,0.000146788,0.09480888,0.3780882],"study_design_scores_gemma":[0.01724718,0.005012213,0.0764064,0.002996161,0.0007047544,0.0005467089,0.01062691,0.0008005943,0.7949465,0.0005964718,0.08901952,0.001096629],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.98049,0.0005334194,0.0002278678,0.009713659,0.0001458316,0.001396237,0.0000451493,0.00006398939,0.007383821],"genre_scores_gemma":[0.9828834,0.00003692886,0.001158166,0.0003597619,0.00008025502,0.0001809034,0.0002602257,0.00002345263,0.01501688],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3769916,"threshold_uncertainty_score":0.6261525,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02021923995785657,"score_gpt":0.3519995572853253,"score_spread":0.3317803173274687,"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."}}