{"id":"W4415478679","doi":"10.1001/jamaophthalmol.2025.3720","title":"Neovascular Age-Related Macular Degeneration and GLP-1 RAs","year":2025,"lang":"en","type":"article","venue":"JAMA Ophthalmology","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Macular degeneration; Maculopathy; Retina; Fluorescein angiography; Retinopathy; Choroidal neovascularization","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":[0.0001462029,0.0001285456,0.0002609702,0.000161589,0.0000753076,0.00003662438,0.00004737165,0.0001507406,0.0002905298],"category_scores_gemma":[0.00004889918,0.0001117202,0.00007645679,0.0001788683,0.00009911633,0.00005376967,0.00007352405,0.0000977981,0.00004310172],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004477826,"about_ca_system_score_gemma":0.0000301207,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003627201,"about_ca_topic_score_gemma":0.000001109105,"domain_scores_codex":[0.9992175,0.00005422542,0.0001769647,0.0002693581,0.00008577773,0.0001961623],"domain_scores_gemma":[0.9995939,0.00002964634,0.00003238013,0.0002495739,0.00003774949,0.00005671951],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008552393,0.002154463,0.4341989,0.001067903,0.008986458,0.03649583,0.0008057458,0.0001642159,0.04920677,0.1526142,0.04790255,0.2655477],"study_design_scores_gemma":[0.0198388,0.001740218,0.8054265,0.0002923304,0.003085767,0.002229131,0.0001680022,0.001911497,0.01578883,0.01651516,0.1323731,0.0006306164],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9292313,0.002008823,0.00006958427,0.002970892,0.0002440946,0.000420709,0.000001026799,0.0000500329,0.06500347],"genre_scores_gemma":[0.9740089,0.00006338868,0.0009251903,0.0006533515,0.00004254536,0.00005106589,0.0001116556,0.00001104697,0.02413289],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3712276,"threshold_uncertainty_score":0.455582,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01148666717902034,"score_gpt":0.273976482354362,"score_spread":0.2624898151753416,"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."}}