{"id":"W3181097459","doi":"","title":"Prevalence of diabetic macular edema diagnosed with optical coherence tomography in patients with diabetes: a systematic review and meta-analysis","year":2021,"lang":"en","type":"review","venue":"Investigative Ophthalmology & Visual Science","topic":"Retinal Diseases and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Public Health Ontario; University of Toronto","funders":"","keywords":"Optical coherence tomography; Medicine; Diabetic macular edema; Meta-analysis; Diabetes mellitus; Ophthalmology; Edema; Coherence (philosophical gambling strategy); Optometry; Internal medicine; Diabetic retinopathy; 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":[0.004398025,0.001959034,0.01192813,0.003510559,0.0005331823,0.002389969,0.001761201,0.002243625,0.003152441],"category_scores_gemma":[0.0121203,0.001589494,0.0267782,0.005226044,0.0005940424,0.001717027,0.001631972,0.001792322,0.0003080081],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001081031,"about_ca_system_score_gemma":0.001591789,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006246008,"about_ca_topic_score_gemma":0.01731679,"domain_scores_codex":[0.9959224,0.001188915,0.001515395,0.0007519605,0.000401595,0.0002197006],"domain_scores_gemma":[0.9935499,0.004364247,0.001251683,0.0002667235,0.0004472095,0.0001202812],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.002468332,0.00004592056,0.02507681,0.2383843,0.721819,0.000230709,0.0001492507,0.0002729022,0.0003226393,0.00009540492,0.0006730103,0.01046172],"study_design_scores_gemma":[0.0004871729,0.0001294573,0.01444592,0.009234784,0.974268,0.0001530652,0.00009014638,0.0001114839,0.00006908725,0.0000993186,0.0008781549,0.00003346718],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01445564,0.9842418,0.0003186286,0.00009701391,0.0001234381,0.0000828447,0.0005048483,0.00001669821,0.0001591444],"genre_scores_gemma":[0.328919,0.6668058,0.001558625,0.0008724086,0.0002600301,0.0003321001,0.0008450874,0.00002728265,0.0003795956],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01192813,"threshold_uncertainty_score":0.02325922,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05191029486407791,"score_gpt":0.3592406260196485,"score_spread":0.3073303311555706,"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."}}