{"id":"W2011273661","doi":"10.1016/j.jchromb.2008.12.035","title":"Determination of malondialdehyde in human plasma by fully automated solid phase analytical derivatization☆","year":2008,"lang":"en","type":"article","venue":"Journal of Chromatography B","topic":"Analytical chemistry methods development","field":"Chemistry","cited_by":55,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Joseph’s Healthcare Hamilton; McMaster University","funders":"McMaster University","keywords":"Derivatization; Chemistry; Chromatography; Derivative (finance); Solid phase extraction; Analyte; Reagent; High-performance liquid chromatography; Hydrolysis; Detection limit; Fluorescence spectroscopy; Fluorescence; Organic chemistry","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":[0.0003434062,0.0002119535,0.0005766457,0.0003792509,0.00006930365,0.00001692531,0.0003118258,0.0001940809,0.0004616493],"category_scores_gemma":[0.0002619068,0.0002044274,0.0002598937,0.0006875956,0.0002262982,0.0001850516,0.00003610115,0.0002942725,0.000001331867],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001039726,"about_ca_system_score_gemma":0.0001471529,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005114172,"about_ca_topic_score_gemma":0.000001070733,"domain_scores_codex":[0.997516,0.0000514363,0.001376831,0.0001835933,0.0006019814,0.000270142],"domain_scores_gemma":[0.9983463,0.0001575827,0.0008279565,0.0001924237,0.0002843606,0.000191367],"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":[0.0001411904,0.001185016,0.05053886,0.0002787469,0.0001872985,0.0003507792,0.0003450802,0.00004805458,0.9445872,0.00006116416,0.001547589,0.0007289606],"study_design_scores_gemma":[0.004000197,0.0001459397,0.004453559,0.0002696178,0.00009794674,0.0004913331,0.00008014303,0.01955606,0.9698866,0.0002622198,0.0004377268,0.0003186568],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9876804,0.0000661339,0.01046429,0.00005490714,0.00002895043,0.00003949372,0.00001375565,0.00004835336,0.001603763],"genre_scores_gemma":[0.9779208,0.00004361379,0.02185112,0.00001866365,0.00005451986,0.000002620478,0.00002551717,0.00002331681,0.00005986388],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04608531,"threshold_uncertainty_score":0.8336309,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02032624312405226,"score_gpt":0.3346978422403085,"score_spread":0.3143715991162562,"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."}}