{"id":"W4327676757","doi":"10.1001/jamanetworkopen.2023.1887","title":"Global Prevalence of Diabetic Retinopathy in Pediatric Type 2 Diabetes","year":2023,"lang":"en","type":"review","venue":"JAMA Network Open","topic":"Retinal Diseases and Treatments","field":"Medicine","cited_by":77,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact; St Joseph's Health Care; McMaster University; St. Joseph’s Healthcare Hamilton; McMaster Children's Hospital","funders":"","keywords":"Medicine; Observational study; CINAHL; MEDLINE; Cochrane Library; Systematic review; Meta-analysis; Diabetic retinopathy; Population; Type 2 diabetes; Data extraction; Family medicine; Pediatrics; Diabetes mellitus; Environmental health; Internal medicine; Psychiatry; Psychological intervention","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":[0.01479575,0.001007072,0.004919711,0.01185253,0.0002763394,0.002537725,0.001374535,0.00138618,0.004366389],"category_scores_gemma":[0.04530559,0.0007907731,0.006621584,0.01582227,0.0006474868,0.002109289,0.001760444,0.001745436,0.0004206572],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002140648,"about_ca_system_score_gemma":0.003495093,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009940444,"about_ca_topic_score_gemma":0.01213006,"domain_scores_codex":[0.9838341,0.005617721,0.005405197,0.00167144,0.003118922,0.000352553],"domain_scores_gemma":[0.9661154,0.01783541,0.01120249,0.0007884297,0.003690008,0.0003682236],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.001332115,0.00005301059,0.1498638,0.6171474,0.04731982,0.0002751343,0.001060536,0.0009177163,0.0003542697,0.001570263,0.01928327,0.1608227],"study_design_scores_gemma":[0.0008493591,0.0006100258,0.3290542,0.4682091,0.1314126,0.002218882,0.001892389,0.00111349,0.0004645102,0.002786902,0.06119007,0.0001984573],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.007683788,0.9826075,0.0006886251,0.001529029,0.0002978748,0.0002645031,0.005918307,0.00002573974,0.0009846487],"genre_scores_gemma":[0.1641265,0.8200549,0.00599337,0.001858719,0.000831686,0.001675376,0.005121954,0.00003598404,0.0003014068],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01479575,"threshold_uncertainty_score":0.07824832,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05405780682256012,"score_gpt":0.3699509722424333,"score_spread":0.3158931654198732,"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."}}