{"id":"W4225471584","doi":"10.2147/opth.s360869","title":"Treatment of Diabetic Macular Edema with Aflibercept and Micropulse Laser (DAM Study)","year":2022,"lang":"en","type":"article","venue":"Clinical ophthalmology","topic":"Retinal Diseases and Treatments","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Bayer Canada","keywords":"Medicine; Aflibercept; Ophthalmology; Diabetic macular edema; Visual acuity; Pro re nata; Randomized controlled trial; Macular edema; Laser coagulation; Diabetic retinopathy; Ranibizumab; Surgery; Bevacizumab; Diabetes mellitus; Chemotherapy","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001911687,0.0008168607,0.001733405,0.0003456482,0.0002170996,0.0005087912,0.0006424788,0.0008007845,0.001792714],"category_scores_gemma":[0.001072026,0.0004064251,0.00108027,0.0002667583,0.0005574886,0.0005546813,0.0003071287,0.001131596,0.0002714681],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003431907,"about_ca_system_score_gemma":0.0009938101,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003166436,"about_ca_topic_score_gemma":0.000823206,"domain_scores_codex":[0.9992597,0.0003810835,0.0000625391,0.00009121227,0.0001105288,0.00009493135],"domain_scores_gemma":[0.9994104,0.0001404031,0.0001929758,0.00004260675,0.00003386438,0.0001798118],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.7765173,0.06213648,0.01220644,0.002194968,0.001989774,0.0003760275,0.0001578568,0.0005064998,0.03387353,0.0001722917,0.0006702396,0.1091987],"study_design_scores_gemma":[0.5205286,0.4599106,0.01378509,0.00005298806,0.000989162,0.0003378612,0.00003007358,0.0004613125,0.002550879,0.00006991829,0.001267055,0.00001645955],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948295,0.003334892,0.0002553161,0.0001692258,0.0000637486,0.0007909184,0.0001086134,0.00002365596,0.0004240811],"genre_scores_gemma":[0.9931501,0.002881076,0.001316858,0.0004904275,0.0003267048,0.001032946,0.0002424086,0.000005737535,0.0005538236],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001911687,"threshold_uncertainty_score":0.01011008,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05113064882715564,"score_gpt":0.3852098227383769,"score_spread":0.3340791739112213,"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."}}