{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002271999,0.0001929045,0.0007233202,0.0000538788,0.00003364595,0.00001091086,0.00003689022,0.0002017061,0.0005399676],"category_scores_gemma":[0.0003584685,0.0001436977,0.0001556496,0.000185912,0.000216901,0.00002840777,0.00006144065,0.0002492187,0.00007370248],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004984586,"about_ca_system_score_gemma":0.00009177647,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004600525,"about_ca_topic_score_gemma":0.00005326404,"domain_scores_codex":[0.9981278,0.0004822774,0.0003594967,0.0005194459,0.0001343702,0.0003765938],"domain_scores_gemma":[0.9987177,0.0004838604,0.00008452463,0.0003305612,0.0001126704,0.0002706674],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00064313,0.001696124,0.9363413,0.00004786097,0.0001886855,0.05948181,0.00002369246,0.000001001958,0.0004390169,0.00001890086,0.00004442001,0.001074011],"study_design_scores_gemma":[0.005021435,0.001315134,0.9877247,0.000220736,0.0002125076,0.004625304,0.00007984251,0.000107687,0.0003690137,0.00005244411,0.0001358124,0.0001354076],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950532,0.0004616555,0.000003196329,0.001689613,0.0001107078,0.0002826031,0.00002261453,0.00002591464,0.002350469],"genre_scores_gemma":[0.9978261,0.0001221997,0.0001963136,0.0008016355,0.0001153732,0.00002442863,0.000153954,0.00002718799,0.0007328139],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05485651,"threshold_uncertainty_score":0.5912266,"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."}}