{"id":"W2971263531","doi":"10.12669/pjms.342.13819","title":"Prevalence of diabetic retinopathy in Pakistan: A systematic review","year":2018,"lang":"en","type":"review","venue":"Pakistan Journal of Medical Sciences","topic":"Retinal Diseases and Treatments","field":"Medicine","cited_by":69,"is_retracted":false,"has_abstract":true,"ca_institutions":"Community Based Research Centre","funders":"","keywords":"Medicine; Diabetic retinopathy; Optometry; Ophthalmology; Diabetes mellitus; Endocrinology","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":[0.007615609,0.0003551786,0.004130914,0.0003207831,0.00005149698,0.00002959728,0.001084238,0.0002016318,0.0007637467],"category_scores_gemma":[0.002743297,0.0001826557,0.0009355837,0.001038517,0.0009709708,0.00008727013,0.00009395859,0.0004971115,0.00002640902],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001924055,"about_ca_system_score_gemma":0.002227278,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001000036,"about_ca_topic_score_gemma":0.000001550208,"domain_scores_codex":[0.9913645,0.0008036512,0.003437309,0.0003513143,0.003663613,0.0003796434],"domain_scores_gemma":[0.9951857,0.0007339069,0.002814109,0.000370991,0.0002284402,0.0006668175],"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":[0.00001256756,0.0002506573,0.0003619349,0.979706,0.0001188216,0.0009060455,0.00003141482,6.466445e-9,2.688503e-8,0.00009325681,0.000165959,0.01835333],"study_design_scores_gemma":[0.0003893444,0.001361026,0.00009961946,0.9840977,0.005421656,0.001492096,0.00004447142,0.000002923601,2.44205e-7,0.00008127432,0.006863203,0.0001464524],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002004322,0.9975672,0.000009071698,0.0002869693,0.0002452619,0.001219407,0.0000202103,0.000004747647,0.0004466823],"genre_scores_gemma":[0.0009076125,0.9985621,0.0001416531,0.000107789,0.0001272358,0.00002843683,0.000002066033,0.00001621245,0.0001068888],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01820688,"threshold_uncertainty_score":0.8362491,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0587220050861044,"score_gpt":0.4416707912594914,"score_spread":0.382948786173387,"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."}}