{"id":"W4398193225","doi":"10.1016/j.jcyt.2024.04.009","title":"CYTOKINE PRECONDITIONING RESCUES METABOLIC IMPAIRMENT OF CRYOPRESERVED MESENCHYMAL STROMAL CELLS","year":2024,"lang":"en","type":"article","venue":"Cytotherapy","topic":"Mesenchymal stem cell research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Emergent BioSolutions (Canada); Simon Fraser University","funders":"","keywords":"Mesenchymal stem cell; Cryopreservation; Stromal cell; Cytokine; Cell biology; Medicine; Chemistry; Immunology; Biology; Cancer research","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":[0.0001811707,0.0004483306,0.0004054862,0.000182892,0.0001759949,0.0003236823,0.0002269477,0.0002559056,0.001988812],"category_scores_gemma":[0.0001138161,0.00008488143,0.0003376496,0.0001618523,0.0002441918,0.0002129324,0.0002314102,0.000649927,0.0002815529],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001865341,"about_ca_system_score_gemma":0.0002890514,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006674515,"about_ca_topic_score_gemma":0.00107043,"domain_scores_codex":[0.9998975,0.00001783553,0.00001080532,0.00002298671,0.00002236377,0.00002842709],"domain_scores_gemma":[0.9999127,0.00001863077,0.00002022981,0.00001656197,0.00001490899,0.00001690642],"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":[0.0005470139,0.00008391898,0.000164936,0.0000553582,0.00001158127,0.00008504499,0.00004008331,0.0001493863,0.9961789,0.000144943,0.0001194164,0.002419393],"study_design_scores_gemma":[0.00002927895,0.0005490786,0.002294476,0.0000108898,0.00002837619,0.000107456,0.00003948226,0.0004380019,0.9948491,0.00006261516,0.001587165,0.00000403918],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9913157,0.002318149,0.003233406,0.0001922188,0.0002188285,0.00006790339,0.0005448129,0.00009057798,0.002018274],"genre_scores_gemma":[0.9962301,0.0007034452,0.0008774723,0.00006758027,0.00002085174,0.00003863666,0.0004043572,0.00002355478,0.001634015],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001988812,"threshold_uncertainty_score":0.00665319,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.026415998318426,"score_gpt":0.3241835808625382,"score_spread":0.2977675825441122,"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."}}