{"id":"W2803487511","doi":"10.1016/j.ophtha.2018.04.007","title":"Guidelines on Diabetic Eye Care","year":2018,"lang":"en","type":"review","venue":"Ophthalmology","topic":"Retinal Diseases and Treatments","field":"Medicine","cited_by":827,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Medicine; Referral; Diabetic retinopathy; Optometry; Population; Health care; Diabetes mellitus; Intensive care medicine; Ophthalmology; Family medicine; Environmental health","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":[0.001944125,0.001602238,0.00265129,0.00712557,0.0004862542,0.001893742,0.001697038,0.00234437,0.01434711],"category_scores_gemma":[0.005577064,0.0005503828,0.00225055,0.005425356,0.0006220118,0.001724555,0.001766384,0.002733577,0.002804962],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001953529,"about_ca_system_score_gemma":0.007352631,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008667668,"about_ca_topic_score_gemma":0.02310426,"domain_scores_codex":[0.9984403,0.000383446,0.0005566834,0.0001051159,0.0003900114,0.0001244667],"domain_scores_gemma":[0.9973888,0.0009569809,0.0008210944,0.00005345988,0.0006358246,0.0001438636],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001670775,0.0001103792,0.0003621019,0.1309694,0.0006018918,0.0002109992,0.000137516,0.0002765291,0.0003352452,0.003893412,0.2046648,0.6582706],"study_design_scores_gemma":[0.0002208659,0.00006771507,0.001373425,0.1431211,0.001796542,0.0005225023,0.000120004,0.00006222103,0.0001155751,0.001931622,0.8506328,0.00003567605],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00007746398,0.9940884,0.0001388228,0.001775906,0.0007975426,0.00004945115,0.0002517831,0.00001696659,0.002803703],"genre_scores_gemma":[0.0007907894,0.9939167,0.0008123076,0.002774477,0.0004026575,0.00006761968,0.0003029359,0.000004220522,0.0009282565],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01434711,"threshold_uncertainty_score":0.04799587,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1563425054880117,"score_gpt":0.4825133446218037,"score_spread":0.326170839133792,"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."}}