{"id":"W4400204185","doi":"10.5603/cd.99931","title":"Time in Range: Unveiling the Correlation with Diabetic Retinopathy in Type 2 Diabetes: A Systematic Review and Meta-Analysis","year":2024,"lang":"en","type":"review","venue":"Clinical Diabetology","topic":"Diabetes Management and Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Meta-analysis; Glycemic; Diabetic retinopathy; Internal medicine; Mean difference; Odds ratio; Diabetes mellitus; Type 2 Diabetes Mellitus; Retinopathy; Confidence interval; Endocrinology; Insulin","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00776483,0.0005725761,0.0139655,0.0009509519,0.00003686913,0.00005042432,0.0003942063,0.000550338,0.0002782408],"category_scores_gemma":[0.003084818,0.0002629049,0.001682106,0.003854094,0.0005389852,0.00005064924,0.0002931284,0.001855659,0.0005648828],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008266481,"about_ca_system_score_gemma":0.0001879077,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002240658,"about_ca_topic_score_gemma":0.00002667845,"domain_scores_codex":[0.9920922,0.003234442,0.002664377,0.0009909769,0.0003877403,0.0006302678],"domain_scores_gemma":[0.9936934,0.004365542,0.000591781,0.001069572,0.0001179462,0.0001617853],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.000009502814,0.0001641483,0.001667182,0.92023,0.0731831,0.0001248727,0.00002128267,0.000001718407,4.64032e-9,0.00003730556,0.0004204281,0.004140416],"study_design_scores_gemma":[0.0003213248,0.0003580699,0.0001737576,0.07794908,0.9117459,0.000003248012,0.000007584448,0.0007094897,4.487212e-9,0.00005042641,0.008391091,0.0002899965],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001855827,0.9922922,0.00000135091,0.001269419,0.0001136779,0.005763566,0.00001243859,0.00004126041,0.0003205637],"genre_scores_gemma":[0.0002320905,0.9938039,0.00002550705,0.001021902,0.00004372929,0.0009993815,0.0001617538,0.00007093731,0.003640806],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.842281,"threshold_uncertainty_score":0.9999823,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1397867275952381,"score_gpt":0.4440463345982913,"score_spread":0.3042596070030532,"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."}}