{"id":"W4378515279","doi":"10.3390/diagnostics13101735","title":"Preliminary Report on Optical Coherence Tomography Angiography Biomarkers in Non-Responders and Responders to Intravitreal Anti-VEGF Injection for Diabetic Macular Oedema","year":2023,"lang":"en","type":"article","venue":"Diagnostics","topic":"Retinal Diseases and Treatments","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Medicine; Ophthalmology; Visual acuity; Perfusion; Optical coherence tomography; Bevacizumab; Angiography; Plexus; Optical coherence tomography angiography; Vascular endothelial growth factor; Ranibizumab; VEGF receptors; Surgery; Internal medicine; Chemotherapy","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":[0.0008411662,0.0002358039,0.0004055069,0.0007628756,0.0003599049,0.0004773958,0.0002065451,0.0004493067,0.001934948],"category_scores_gemma":[0.002833954,0.0001613544,0.0004163218,0.0004991709,0.000212618,0.0004255388,0.0002606781,0.0003942344,0.0003848913],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001440691,"about_ca_system_score_gemma":0.0001827062,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006906771,"about_ca_topic_score_gemma":0.0006318652,"domain_scores_codex":[0.9994223,0.0001253616,0.00009658153,0.0001162355,0.0001373675,0.0001021485],"domain_scores_gemma":[0.9970934,0.000710454,0.001384788,0.0001510483,0.0003321778,0.0003280981],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000261933,0.0000369662,0.9975128,0.00001613013,0.00002300613,0.0003344056,0.00006550812,0.00001003418,0.0006070232,0.000005351522,0.00004140325,0.001085419],"study_design_scores_gemma":[0.00001138121,0.0005249078,0.9965003,0.000007710537,0.00004830326,0.002053404,0.0002979523,0.0000594604,0.000261415,0.00001228577,0.0002193355,0.000003620203],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990427,0.0003281281,0.00007785279,0.00003677453,0.000007029339,0.00001389866,0.0001363809,0.000002803709,0.0003544174],"genre_scores_gemma":[0.9994977,0.00006992793,0.00007142813,0.00003311914,0.00001630885,0.00001186776,0.0001600355,0.000001533281,0.000138133],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001934948,"threshold_uncertainty_score":0.006473064,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01511670406602017,"score_gpt":0.3004993980675726,"score_spread":0.2853826940015524,"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."}}