{"id":"W4399544780","doi":"10.1007/s13300-024-01603-9","title":"Perspectives and Behaviors of People with Diabetes toward Time in Range and Glucose Control in Diabetes Management: An Online Survey","year":2024,"lang":"en","type":"article","venue":"Diabetes Therapy","topic":"Diabetes Management and Education","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trillium Health Centre","funders":"Novo Nordisk","keywords":"Diabetes mellitus; Medicine; Diabetes management; Diabetes control; Control (management); Gerontology; Endocrinology; Type 2 diabetes; Artificial intelligence; Computer science","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":[0.001102617,0.0001371778,0.0002022505,0.0005795857,0.0004133151,0.0006792448,0.0001440438,0.0003326128,0.002217709],"category_scores_gemma":[0.002495087,0.0001574807,0.0003824632,0.0006626201,0.000162275,0.0006751965,0.0006318977,0.0004728689,0.0004124612],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002176745,"about_ca_system_score_gemma":0.0002567821,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00281284,"about_ca_topic_score_gemma":0.003218585,"domain_scores_codex":[0.9993486,0.0002544142,0.00009186484,0.00005494275,0.0001379449,0.0001122963],"domain_scores_gemma":[0.9981616,0.000415624,0.000727446,0.00005244413,0.0002633015,0.0003796165],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004965976,0.0002370984,0.9803058,0.0001155842,0.00003557519,0.0001153036,0.005071831,0.0000378077,0.0003411086,0.00002831672,0.0005370773,0.01312494],"study_design_scores_gemma":[0.00001360922,0.0003672733,0.9767942,0.0001021601,0.0000273937,0.0003657128,0.01934668,0.0001669537,0.0001486853,0.00004192054,0.002608902,0.00001657138],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978517,0.0001186869,0.00009251176,0.000203816,0.000007949177,0.0000329653,0.0005529401,0.000003145056,0.001136288],"genre_scores_gemma":[0.9981396,0.0002981554,0.0003131742,0.0003080403,0.00001374294,0.0000758622,0.0003878099,0.000001656729,0.0004620791],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00281284,"threshold_uncertainty_score":0.00741899,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01734584637604032,"score_gpt":0.267933354979457,"score_spread":0.2505875086034167,"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."}}