{"id":"W2065799803","doi":"10.1016/j.clinbiochem.2007.10.014","title":"Use of 2 years of patient data to estimate intra-laboratory total imprecision of HbA1c measured by multiple HPLC analyzers","year":2007,"lang":"en","type":"article","venue":"Clinical Biochemistry","topic":"Acute Myocardial Infarction Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Alberta Hospital Edmonton; University of Alberta Hospital","funders":"","keywords":"Coefficient of variation; Spectrum analyzer; Statistics; Standard deviation; Mathematics; Reference values; Extrapolation; Chromatography; Analytical Chemistry (journal); Medicine; Chemistry; Computer science; Internal medicine","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":[0.001543411,0.000121187,0.0005561839,0.0000730325,0.0000128794,0.000005000686,0.0002768843,0.0002690979,0.00004756754],"category_scores_gemma":[0.01217058,0.0001171037,0.0001500063,0.0004289431,0.0003527905,0.00005571778,0.0003643841,0.0003180306,0.000005651863],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004645846,"about_ca_system_score_gemma":0.0002216036,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006302933,"about_ca_topic_score_gemma":7.002741e-7,"domain_scores_codex":[0.9974042,0.00006155771,0.001199013,0.0004291639,0.0006762434,0.0002298901],"domain_scores_gemma":[0.9963909,0.0009895079,0.0003164087,0.001309458,0.0006107127,0.0003830395],"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":[0.001345627,0.0005043542,0.02645279,0.0001006088,0.0002283366,0.00001217852,0.00002116316,0.000009539782,0.8951369,4.935076e-7,0.04243628,0.03375174],"study_design_scores_gemma":[0.001037908,0.0004871001,0.02852985,0.0001414459,0.0001024242,0.000003799964,0.00007344568,0.0004041296,0.9623513,0.000001088272,0.006751305,0.0001161681],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998037,0.0001134228,0.0003082285,0.000229894,0.0001239656,0.000255539,0.0008408357,0.00001589628,0.00007516099],"genre_scores_gemma":[0.9904346,0.00004111151,0.008849531,0.0002186375,0.00007251247,0.000002361438,0.0002991226,0.00001867697,0.00006348427],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06721444,"threshold_uncertainty_score":0.9961503,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09967983372099577,"score_gpt":0.4333255925023616,"score_spread":0.3336457587813659,"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."}}