{"id":"W4392447181","doi":"10.1515/cclm-2023-1192","title":"The stability of 65 biochemistry analytes in plasma, serum, and whole blood","year":2024,"lang":"en","type":"article","venue":"Clinical Chemistry and Laboratory Medicine (CCLM)","topic":"Clinical Laboratory Practices and Quality Control","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; University of Toronto","funders":"","keywords":"Vacutainer; Analyte; Phlebotomy; Centrifugation; Chromatography; Whole blood; Chemistry; Medicine; Immunology; Surgery","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.004645457,0.0002588028,0.0008484566,0.0000216695,0.00009280049,0.00003901002,0.0001457669,0.0003887972,0.0002029894],"category_scores_gemma":[0.009983532,0.0001664155,0.0001044334,0.0005241058,0.001616271,0.0001057509,0.00009849137,0.001173299,0.000003361197],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002158207,"about_ca_system_score_gemma":0.00044973,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001555799,"about_ca_topic_score_gemma":0.00001578444,"domain_scores_codex":[0.9969797,0.0002216337,0.001499574,0.0006735477,0.0003327692,0.0002927692],"domain_scores_gemma":[0.9919642,0.006478758,0.0002477418,0.0005986456,0.0002731114,0.0004375739],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002873166,0.00177312,0.6495851,0.009912419,0.001354492,0.0006344432,0.0007045123,0.000001072856,0.2950049,0.0006582498,0.006344618,0.03115388],"study_design_scores_gemma":[0.03148009,0.003676633,0.1747529,0.008015124,0.005540182,0.0002015431,0.0111801,0.004671722,0.2421561,0.001660722,0.5148592,0.001805696],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9668192,0.01793681,0.000002525138,0.01371681,0.0001775281,0.0002002624,0.0001205419,0.0000493942,0.0009769776],"genre_scores_gemma":[0.9953376,0.002776255,0.00005300868,0.0006857548,0.000710202,0.00001288213,0.00002078611,0.0000209195,0.0003825698],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5085146,"threshold_uncertainty_score":0.9983558,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04419256814595469,"score_gpt":0.3837386299292473,"score_spread":0.3395460617832926,"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."}}