{"id":"W4387618984","doi":"10.1016/j.jcjd.2023.10.401","title":"Dried Blood Spot Test for Glycated Hemoglobin Measurement in Pediatric Diabetes Care","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Diabetes","topic":"Biosimilars and Bioanalytical Methods","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Medicine; Glycated hemoglobin; Diabetes mellitus; Phlebotomy; Venous blood; Dried blood spot; Population; Hemoglobin; Internal medicine; Type 2 diabetes; Endocrinology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.001037394,0.0001870629,0.0004471988,0.0006729865,0.0001345259,0.00003448527,0.0003285106,0.0002677841,0.0001234837],"category_scores_gemma":[0.001726078,0.0001616689,0.000192616,0.0007109527,0.000124434,0.00006522264,0.00001823686,0.0003240478,0.00005796902],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001421686,"about_ca_system_score_gemma":0.0007294154,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000542409,"about_ca_topic_score_gemma":0.00314624,"domain_scores_codex":[0.9982876,0.0001269688,0.0005237534,0.0001987463,0.00006948222,0.0007934719],"domain_scores_gemma":[0.9985881,0.0004338411,0.0001851468,0.0001544305,0.0004273935,0.0002110613],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000007133728,0.00005633337,0.9299478,0.0001432109,0.0001847428,0.00001536444,0.0002227148,0.000006768724,0.05134305,0.00003739759,0.01388235,0.004153129],"study_design_scores_gemma":[0.005865132,0.001741407,0.6844788,0.0003087921,0.0008994556,0.000005936113,0.0008912496,0.00002705276,0.2694869,0.001027572,0.03453394,0.0007337976],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9872071,0.009918705,0.000001893856,0.001373006,0.0008400748,0.00023447,0.0002136473,0.00001768279,0.0001933792],"genre_scores_gemma":[0.9991634,0.00003907819,0.0002170766,0.0002830738,0.000138521,0.00001292108,0.00002379976,0.0000221049,0.00009995839],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.245469,"threshold_uncertainty_score":0.6592664,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02539780413654252,"score_gpt":0.244915111684554,"score_spread":0.2195173075480114,"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."}}