{"id":"W2160251169","doi":"10.1177/1932296814567894","title":"Analytical Evaluation of the Diazyme Glycated Serum Protein Assay on the Siemens ADVIA 1800","year":2015,"lang":"en","type":"article","venue":"Journal of Diabetes Science and Technology","topic":"Diabetes, Cardiovascular Risks, and Lipoproteins","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"Shared Health; University of Alberta","funders":"","keywords":"Concordance; Glycated hemoglobin; Medicine; Glycemic; Roche Diagnostics; Hemoglobin; Gold standard (test); Internal medicine; Endocrinology; Diabetes mellitus; Type 2 diabetes","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":[0.006920482,0.001117269,0.0006120577,0.002243028,0.0004020745,0.0008979531,0.001253638,0.0009268028,0.002317981],"category_scores_gemma":[0.008092597,0.0004962476,0.0005826548,0.001287484,0.0008476114,0.0004815106,0.001230388,0.0006659536,0.001243058],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001012894,"about_ca_system_score_gemma":0.001450397,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003449984,"about_ca_topic_score_gemma":0.003339698,"domain_scores_codex":[0.988306,0.004937913,0.0005088024,0.002023919,0.003969905,0.0002533687],"domain_scores_gemma":[0.9952797,0.001899786,0.0004728323,0.0004490333,0.001697496,0.000201262],"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":[0.004832865,0.0009392191,0.1575295,0.001555135,0.0009669763,0.0006666791,0.001581717,0.003834546,0.5821074,0.006275968,0.006093647,0.2336164],"study_design_scores_gemma":[0.0005867313,0.005763303,0.3282434,0.0004161258,0.00121941,0.007896869,0.0006546363,0.09106898,0.5232615,0.002803741,0.0377998,0.000285411],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7861777,0.008619441,0.180691,0.0005279415,0.0003762388,0.001056945,0.001710427,0.003021827,0.01781832],"genre_scores_gemma":[0.8210433,0.002861897,0.1633884,0.0007250038,0.0001518503,0.0009392551,0.002210625,0.0003091394,0.008370611],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006920482,"threshold_uncertainty_score":0.03659946,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0361494898546502,"score_gpt":0.2830956763312154,"score_spread":0.2469461864765652,"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."}}