{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002391318,0.0001740413,0.0005145396,0.00007001204,0.00007350255,0.00001652758,0.00003695075,0.0002026633,0.0001725284],"category_scores_gemma":[0.001496745,0.0001359241,0.0001722195,0.0001413224,0.0001352298,0.00006278981,0.00006592173,0.0001581927,0.000007283355],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004048082,"about_ca_system_score_gemma":0.0001444336,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001478374,"about_ca_topic_score_gemma":0.000003589881,"domain_scores_codex":[0.9983082,0.0002544371,0.0004587037,0.0005369253,0.0001706273,0.0002711374],"domain_scores_gemma":[0.9987174,0.0005631414,0.0001088681,0.0001791033,0.0002463993,0.0001851223],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001282513,0.0009489249,0.9923291,0.0001532764,0.0001215365,0.001478611,0.00002918558,0.000002488008,0.002720656,0.00008243082,0.00000423119,0.0008471095],"study_design_scores_gemma":[0.005129404,0.004953514,0.9871549,0.0001527376,0.0003054774,0.0007896413,0.00007444372,0.0005435647,0.0004190856,0.0002827591,0.00005913714,0.0001353082],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978702,0.0003635457,0.0004276865,0.0004443101,0.0002069501,0.0005587233,0.00002121815,0.00001907881,0.00008827727],"genre_scores_gemma":[0.9986333,0.00009792696,0.0005562945,0.0001885279,0.000151464,0.00003104864,0.0002300545,0.00002953983,0.00008179199],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005174109,"threshold_uncertainty_score":0.5542822,"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."}}