{"id":"W4387934346","doi":"10.1016/j.jcjd.2023.10.219","title":"STABILITY OF A1C VALUES OVER TIME AMONG ADULTS WITH TYPE 1 DIABETES: A MULTISTATE MODEL FROM A RETROSPECTIVE POPULATION-BASED COHORT STUDY","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Diabetes","topic":"Diabetes Management and Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Public Health","funders":"","keywords":"Medicine; Glycated hemoglobin; Type 2 diabetes; Retrospective cohort study; Diabetes mellitus; Type 1 diabetes; Cohort study; Clinical Practice; Cohort; Population; Demography; Pediatrics; Internal medicine; Environmental health; Physical therapy; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005268991,0.001193295,0.001141613,0.0009801026,0.001099415,0.00220493,0.001695188,0.001260509,0.00143566],"category_scores_gemma":[0.005391531,0.001656197,0.003356057,0.00165978,0.0005844075,0.00110913,0.001371517,0.001931331,0.0004154182],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009713049,"about_ca_system_score_gemma":0.001469251,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07380624,"about_ca_topic_score_gemma":0.0527694,"domain_scores_codex":[0.9985365,0.0005811026,0.0001161004,0.000462156,0.0001141154,0.0001900887],"domain_scores_gemma":[0.9958587,0.001217418,0.0007877773,0.001228614,0.0004778822,0.0004295727],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001135939,0.0001531643,0.9947013,0.00001186861,0.001294224,0.0001153433,0.0001729759,0.001047726,0.0002188613,0.00007531705,0.0002719267,0.0008013885],"study_design_scores_gemma":[0.0001185193,0.0004226457,0.9778197,0.00002102724,0.00143653,0.0003586409,0.0004882928,0.01863666,0.00009200432,0.0002028264,0.0003552118,0.0000479178],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981688,0.0001339686,0.0005738934,0.00006274746,0.00001706644,0.0000152314,0.0009077389,0.00001371533,0.0001068983],"genre_scores_gemma":[0.9965122,0.0001287525,0.0005776284,0.00003061345,0.00001372949,0.00002718125,0.002461367,0.000008668789,0.0002398862],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07380624,"threshold_uncertainty_score":0.1467533,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01315468885805189,"score_gpt":0.2528260548856584,"score_spread":0.2396713660276065,"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."}}