{"id":"W2037613753","doi":"10.1002/jrs.2829","title":"Evidence of marked glycogen variations in the characteristic Raman signatures of human embryonic stem cells","year":2010,"lang":"en","type":"article","venue":"Journal of Raman Spectroscopy","topic":"Spectroscopy Techniques in Biomedical and Chemical Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canada's Michael Smith Genome Sciences Centre; University of British Columbia","funders":"","keywords":"Raman spectroscopy; Stain; Glycogen; Embryonic stem cell; Biology; Stem cell; Spectral signature; Staining; Biochemistry; Chemistry; Biophysics; Cell biology; Genetics; Physics; Optics; Gene","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":[0.0001442043,0.0002116176,0.00009018849,0.000360507,0.0001310056,0.000186448,0.0001190068,0.0001915412,0.001233597],"category_scores_gemma":[0.0002849015,0.0001471691,0.0001065278,0.0002271906,0.0002524177,0.000128313,0.0002347729,0.0002422585,0.0002538413],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001071821,"about_ca_system_score_gemma":0.0001336854,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005761003,"about_ca_topic_score_gemma":0.0005656533,"domain_scores_codex":[0.9999129,0.0000120313,0.000009117423,0.00002116491,0.00003423408,0.00001067159],"domain_scores_gemma":[0.9997804,0.00005386172,0.00006065674,0.00002564467,0.00004934354,0.00003017853],"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":[0.00002278712,0.000002751343,0.0007601213,0.0000099996,0.000002467949,0.00005516415,0.00002401203,0.00002527315,0.9982941,0.0000412245,0.0000194432,0.0007428325],"study_design_scores_gemma":[0.000004503967,0.00009354915,0.05589301,0.000006061403,0.00001296668,0.0005984057,0.0001298729,0.000566735,0.941614,0.0001279436,0.0009443462,0.000008572783],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929431,0.0004739065,0.004945486,0.00003743761,0.00001107133,0.000009303292,0.0002434271,0.00004914566,0.001286978],"genre_scores_gemma":[0.994622,0.0002829593,0.003279116,0.00003484681,0.000005419909,0.00002182745,0.0003777033,0.0000275367,0.001348574],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001233597,"threshold_uncertainty_score":0.004126847,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0154557821220892,"score_gpt":0.3333852306171892,"score_spread":0.3179294484951,"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."}}