{"id":"W4411408181","doi":"10.2337/ds24-0090","title":"Adherence to Type 1 Diabetes Care Visits After Transfer From Pediatric to Adult Care: A Prospective Cohort Study","year":2025,"lang":"en","type":"article","venue":"Diabetes Spectrum","topic":"Adolescent and Pediatric Healthcare","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; McGill University Health Centre","funders":"Diabetes Canada","keywords":"Medicine; Diabetes mellitus; Young adult; Adult care; Type 2 diabetes; Prospective cohort study; Odds ratio; Logistic regression; Cohort study; Health care; Odds; Pediatrics; Family medicine; Gerontology; Internal medicine; Endocrinology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002648713,0.0005241709,0.0008409953,0.0004752901,0.0006496802,0.00004445198,0.0005082529,0.0003527568,0.000673705],"category_scores_gemma":[0.0003236019,0.000491944,0.0001387304,0.002087214,0.00002066818,0.0001320081,0.0002808692,0.001020605,0.003429708],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005896105,"about_ca_system_score_gemma":0.0008598936,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007831861,"about_ca_topic_score_gemma":0.006209013,"domain_scores_codex":[0.9953375,0.0005196919,0.0008309638,0.001207337,0.0005589213,0.001545522],"domain_scores_gemma":[0.997285,0.000403524,0.00007748837,0.0008318529,0.0008073496,0.0005947797],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001680035,0.0001333725,0.9672408,0.0005934429,0.00007511081,0.000007397226,0.02741139,0.000002643261,0.00001792704,0.00005533968,0.003404345,0.0008903002],"study_design_scores_gemma":[0.001091971,0.001117986,0.9819282,0.0002650423,0.0002762677,8.629141e-9,0.01277312,0.000004497152,0.0001700917,0.0001195964,0.001744442,0.0005087539],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9819261,0.002524586,0.00002480634,0.001346965,0.002506165,0.008603507,0.0005813159,0.0003101855,0.002176383],"genre_scores_gemma":[0.9907645,0.00006684953,0.0001019126,0.00437578,0.001762338,0.002278108,0.0001066915,0.00007720073,0.0004666286],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0146875,"threshold_uncertainty_score":0.9997532,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01364665201249499,"score_gpt":0.3432266761094611,"score_spread":0.3295800240969661,"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."}}