{"id":"W2113128844","doi":"10.1177/193229680900300302","title":"Variation in the Frequency of Hemoglobin A1c (HbA1c) Testing: Population Studies Used to Assess Compliance with Clinical Practice Guidelines and Use of HbA1c to Screen for Diabetes","year":2009,"lang":"en","type":"article","venue":"Journal of Diabetes Science and Technology","topic":"Diabetes, Cardiovascular Risks, and Lipoproteins","field":"Medicine","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fraser Health; Calgary Laboratory Services; University of Alberta; University of Calgary","funders":"","keywords":"Medicine; Diabetes mellitus; Population; Guideline; Confidence interval; Clinical Practice; Internal medicine; Emergency medicine; Physical therapy; Environmental health; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.02300991,0.0003539477,0.0005457214,0.00408581,0.0006042079,0.00145158,0.001324161,0.0006933408,0.0004800302],"category_scores_gemma":[0.05514095,0.0003565207,0.0006381907,0.007820838,0.001562532,0.000599507,0.0008270536,0.0005990392,0.00009766473],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002511674,"about_ca_system_score_gemma":0.00224043,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0878346,"about_ca_topic_score_gemma":0.07424656,"domain_scores_codex":[0.9734862,0.01459381,0.002559467,0.002657906,0.006176051,0.0005264278],"domain_scores_gemma":[0.9208523,0.03811579,0.02736277,0.003731314,0.008951153,0.0009866115],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005401322,0.00001543172,0.9971583,0.00003238941,0.0002558415,0.00001235035,0.0004102275,0.00008294402,0.0000542072,0.00002236584,0.0000469416,0.001854955],"study_design_scores_gemma":[0.000004143643,0.00006995306,0.9988392,0.00002499258,0.00009260234,0.00005219414,0.0004160103,0.0001903849,0.00007362239,0.00002347442,0.0002083523,0.000005046655],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937868,0.002202786,0.001702265,0.0001042224,0.00001435628,0.0001298047,0.0006114751,0.00001497609,0.001433301],"genre_scores_gemma":[0.9980735,0.0003824007,0.0008975111,0.00004940976,0.00001038764,0.000083581,0.000444056,0.00000458435,0.00005462964],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0878346,"threshold_uncertainty_score":0.1746467,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2380958626339754,"score_gpt":0.4295395799511755,"score_spread":0.1914437173172001,"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."}}