{"id":"W2517542844","doi":"10.1016/j.bbrc.2016.08.112","title":"Synchrotron FTIR microspectroscopy reveals early adipogenic differentiation of human mesenchymal stem cells at single-cell level","year":2016,"lang":"en","type":"article","venue":"Biochemical and Biophysical Research Communications","topic":"Spectroscopy Techniques in Biomedical and Chemical Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":29,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian Light Source (Canada)","funders":"Chinese Academy of Sciences; National Natural Science Foundation of China","keywords":"Mesenchymal stem cell; Adipogenesis; Chemistry; Fourier transform infrared spectroscopy; Synchrotron; Stem cell; Cell biology; Cell; Cellular differentiation; Biophysics; Biology; Biochemistry; Optics; Physics","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":[0.0001259748,0.0001671141,0.0001837783,0.0002676315,0.0002247148,0.0002078064,0.0002098633,0.0003355815,0.00154589],"category_scores_gemma":[0.0001397071,0.0002073111,0.0001914514,0.0002527305,0.0002045516,0.0002847174,0.0001704422,0.0004878027,0.0004060489],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001858524,"about_ca_system_score_gemma":0.0001672349,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001046184,"about_ca_topic_score_gemma":0.00125966,"domain_scores_codex":[0.9999105,0.000007611469,0.000005931789,0.00002280676,0.0000355034,0.00001765243],"domain_scores_gemma":[0.9998535,0.00005900238,0.00002886941,0.00001546672,0.00002389901,0.00001916639],"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":[0.00002846398,0.000006120247,0.0001863299,0.000007464706,8.955251e-7,0.0000173829,0.00001722379,0.00004315264,0.9992299,0.0000380387,0.00002351462,0.0004015311],"study_design_scores_gemma":[0.000006645465,0.00004378075,0.01429385,0.00000214899,0.000005461564,0.0001308691,0.00005454654,0.001872202,0.9831525,0.0000606679,0.0003722727,0.000004992198],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9898106,0.0003521459,0.00774696,0.00009397684,0.000009844363,0.000006715559,0.000679845,0.00009605427,0.001203892],"genre_scores_gemma":[0.9899759,0.0003232468,0.006812766,0.00005325291,0.00001075305,0.0000208763,0.0006500067,0.00004810091,0.00210514],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00154589,"threshold_uncertainty_score":0.005171478,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06853371960153808,"score_gpt":0.3629513975640051,"score_spread":0.294417677962467,"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."}}