{"id":"W2048361201","doi":"10.1039/c2cp42596c","title":"Electrochemical-surface enhanced Raman spectroscopy (E-SERS) of uric acid: a potential rapid diagnostic method for early preeclampsia detection","year":2012,"lang":"en","type":"article","venue":"Physical Chemistry Chemical Physics","topic":"Pregnancy and preeclampsia studies","field":"Medicine","cited_by":78,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saint Mary's University","funders":"U.S. Department of Homeland Security","keywords":"Uric acid; Raman spectroscopy; Preeclampsia; Surface-enhanced Raman spectroscopy; Urine; Chemistry; Electrochemistry; Raman scattering; Biochemistry; Pregnancy; Biology; Optics","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001365958,0.0004815591,0.0009209823,0.00001270769,0.00009584772,0.00001514289,0.0002376045,0.000245435,0.00002454969],"category_scores_gemma":[0.0004441801,0.0004616968,0.0006011712,0.0003443229,0.0002206862,0.0001671979,0.0001268995,0.00061669,0.00001218286],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001484578,"about_ca_system_score_gemma":0.00006565611,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004453786,"about_ca_topic_score_gemma":3.857028e-8,"domain_scores_codex":[0.9976358,0.00003867816,0.0004249847,0.0005704455,0.0004524462,0.0008776117],"domain_scores_gemma":[0.9980311,0.0006609848,0.0002615867,0.0005384097,0.0001659439,0.0003420076],"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":[0.0007288561,0.001170434,0.0001127797,0.000899514,0.0003019598,7.505427e-7,0.0004097696,0.000006846642,0.9943759,0.00005626599,0.00005636293,0.001880566],"study_design_scores_gemma":[0.00177287,0.0002037043,0.0001597723,0.0001576116,0.0006021896,0.00001029786,0.00003081888,0.0009114566,0.9911553,0.004490555,0.00007681559,0.0004286434],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8200827,0.0006914846,0.1762214,0.00007107183,0.00006997684,0.000660094,0.00003333567,0.0001528733,0.002017061],"genre_scores_gemma":[0.9809842,0.00003550394,0.0165831,0.00005545414,0.001939528,0.0001799218,0.00009972497,0.0000730359,0.00004954867],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1609015,"threshold_uncertainty_score":0.9997835,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01086808586464208,"score_gpt":0.2775642430886691,"score_spread":0.266696157224027,"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."}}