{"id":"W4381105997","doi":"10.1007/s13300-023-01429-x","title":"Healthcare Professionals’ Knowledge of and Attitudes Towards the Use of Time in Range in Diabetes Management: Online Survey Across Seven Countries","year":2023,"lang":"en","type":"article","venue":"Diabetes Therapy","topic":"Hyperglycemia and glycemic control in critically ill and hospitalized patients","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trillium Health Centre","funders":"Novo Nordisk","keywords":"Medicine; Diabetes mellitus; Health professionals; Diabetes management; Family medicine; Regimen; Health care; Nursing; Type 2 diabetes; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007037982,0.0001520195,0.0005314595,0.0001358133,0.00004469008,0.00001104532,0.0001169564,0.0001014968,0.00002448927],"category_scores_gemma":[0.0001253412,0.0001000218,0.00005967203,0.0004803654,0.0002117179,0.00007654473,0.00008446284,0.0001539724,0.000004986859],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002331225,"about_ca_system_score_gemma":0.00004721166,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001722792,"about_ca_topic_score_gemma":0.0003468361,"domain_scores_codex":[0.9985697,0.0002142079,0.0004411181,0.0002106821,0.0001952605,0.0003690326],"domain_scores_gemma":[0.9987974,0.000679424,0.00007261473,0.0002308319,0.0001624098,0.00005727577],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003381412,0.0005229352,0.9730645,0.0005794009,0.0001023804,0.000003345351,0.004081906,0.000003050591,0.000235331,0.0000406229,0.0001604424,0.02086798],"study_design_scores_gemma":[0.003674487,0.0003167187,0.9926214,0.0007869655,0.00001213419,1.141311e-7,0.0003121189,0.000584802,0.0002042581,0.00008556728,0.001298973,0.0001024487],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936802,0.00364875,1.612209e-7,0.001508443,0.00007709063,0.0006400902,0.0004037509,0.00002051633,0.00002097999],"genre_scores_gemma":[0.9961136,0.002673934,0.00002718883,0.0005597503,0.00002258108,0.00006514292,0.000194138,0.00001874853,0.0003248955],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02076553,"threshold_uncertainty_score":0.407877,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07840912946528061,"score_gpt":0.3713349090589144,"score_spread":0.2929257795936338,"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."}}