{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003630351,0.001117934,0.004436778,0.01248431,0.0007296251,0.001864054,0.00123966,0.001324106,0.003026948],"category_scores_gemma":[0.01565964,0.000968558,0.003490989,0.01245124,0.0005220203,0.001946782,0.001071797,0.0007578152,0.0001613501],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00257503,"about_ca_system_score_gemma":0.009615263,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01022459,"about_ca_topic_score_gemma":0.03051616,"domain_scores_codex":[0.9966561,0.0006840068,0.001517104,0.0002864884,0.0007134312,0.000142833],"domain_scores_gemma":[0.9869128,0.008534975,0.002788838,0.0001435187,0.001442661,0.0001771717],"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":[0.0001536991,0.00002328941,0.004470799,0.9388535,0.004785477,0.000372819,0.0004056361,0.00007116284,0.000161409,0.0001509103,0.00178818,0.04876309],"study_design_scores_gemma":[0.0001679512,0.0003967904,0.03250336,0.8707857,0.0644186,0.003025398,0.001495196,0.0001118149,0.0003087195,0.0002786659,0.02644489,0.00006302931],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002070551,0.9970779,0.00004365658,0.0001697562,0.00004990433,0.0001131096,0.0002878967,0.000003336511,0.0001838537],"genre_scores_gemma":[0.01576896,0.9833398,0.0002687717,0.0002195539,0.00005035308,0.0001327276,0.0001623656,0.00000141656,0.00005612687],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01248431,"threshold_uncertainty_score":0.02033013,"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."}}