{"id":"W3212561994","doi":"10.2147/opth.s338478","title":"Contrast Sensitivity Changes in Center Involving Diabetic Macular Edema Treated with Aflibercept","year":2021,"lang":"en","type":"article","venue":"Clinical ophthalmology","topic":"Retinal Diseases and Treatments","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trillium Health Centre; Barrie Urology Group; NOSM University","funders":"","keywords":"Medicine; Aflibercept; Ophthalmology; Visual acuity; Diabetic macular edema; Macular edema; Diabetic retinopathy; Retinal; Diabetes mellitus; Surgery; Bevacizumab","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":[0.0003291078,0.0002366186,0.0004089177,0.0003368969,0.0002352262,0.0002932847,0.0001429468,0.000295499,0.0006331698],"category_scores_gemma":[0.001088274,0.000145679,0.0002112369,0.0002848227,0.0001774928,0.0002324963,0.0001191561,0.0002839537,0.0001054307],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00034454,"about_ca_system_score_gemma":0.0001619808,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007011313,"about_ca_topic_score_gemma":0.001019912,"domain_scores_codex":[0.9997444,0.00005832568,0.00002516896,0.00005600702,0.00006555719,0.00005062747],"domain_scores_gemma":[0.9993197,0.000137074,0.0003372533,0.00003070631,0.00007325611,0.0001020021],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007166244,0.001087761,0.9360916,0.00007604856,0.0001503698,0.001744267,0.0002087799,0.0001988437,0.02818328,0.00002762198,0.0001693813,0.02489572],"study_design_scores_gemma":[0.0001426578,0.004851437,0.9896763,0.00000509333,0.00006086127,0.002757843,0.00005843172,0.0002049912,0.00199994,0.000008597549,0.0002269387,0.000006821969],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996195,0.0001517202,0.00003751391,0.000005140437,0.000001478855,0.00001027254,0.00001888892,0.000002500813,0.0001529958],"genre_scores_gemma":[0.9997737,0.00003334942,0.00005749785,0.00001919457,0.000004522518,0.000005573869,0.00004447949,5.850706e-7,0.00006106593],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007011313,"threshold_uncertainty_score":0.002499878,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05040438488446431,"score_gpt":0.3625429208065619,"score_spread":0.3121385359220976,"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."}}