{"id":"W3156768604","doi":"10.2147/opth.s304229","title":"Visual Function for Driving in Diabetic Macular Edema and Retinal Vein Occlusion Post-Stabilization with Anti-Vascular Endothelial Growth Factor","year":2021,"lang":"en","type":"article","venue":"Clinical ophthalmology","topic":"Retinal Diseases and Treatments","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"NOSM University; Barrie Urology Group","funders":"","keywords":"Medicine; Ophthalmology; Macular edema; Branch retinal vein occlusion; Retinal Vein; Edema; Central retinal vein occlusion; Occlusion; Diabetic retinopathy; Population; Retinal; Diabetes mellitus; Surgery; 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":[0.0004769478,0.0002665112,0.0004158538,0.0005440634,0.000447615,0.0004747312,0.0002427783,0.0004569307,0.001422005],"category_scores_gemma":[0.00230453,0.000153971,0.000420985,0.0004077391,0.000327623,0.000370471,0.0002686708,0.0004235905,0.0001759142],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003514916,"about_ca_system_score_gemma":0.0002304863,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001756509,"about_ca_topic_score_gemma":0.002017944,"domain_scores_codex":[0.9996476,0.00008868134,0.00004013403,0.00006962391,0.00007805311,0.00007581324],"domain_scores_gemma":[0.9985275,0.0002965429,0.000697893,0.00004781205,0.0001369806,0.0002932068],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001106675,0.0002394384,0.9954899,0.0000198216,0.00006421127,0.0002211488,0.0001064543,0.00004375101,0.0004854017,0.0000108403,0.00005644926,0.002155846],"study_design_scores_gemma":[0.00002746899,0.001112808,0.9979308,0.000003881823,0.00002577698,0.0005662557,0.0000811335,0.00009934562,0.00008029931,0.00001178101,0.00005677914,0.000003692514],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996856,0.00009108101,0.00002183563,0.000009773005,0.000001854098,0.0000070062,0.00004867452,8.753095e-7,0.0001332068],"genre_scores_gemma":[0.9998154,0.00001963589,0.00001965828,0.00001182212,0.000004335282,0.000004243489,0.00007759134,3.978124e-7,0.00004694977],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001756509,"threshold_uncertainty_score":0.004757106,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02595672141284763,"score_gpt":0.3532798723657204,"score_spread":0.3273231509528728,"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."}}