{"id":"W4411222856","doi":"10.3389/fopht.2025.1629342","title":"Editorial: Advanced ophthalmic imaging in glaucoma and other optic neuropathies","year":2025,"lang":"en","type":"editorial","venue":"Frontiers in Ophthalmology","topic":"Glaucoma and retinal disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Centre Hospitalier de l’Université de Montréal","funders":"National Eye Institute; Canadian Institutes of Health Research; National Institutes of Health; Good Samaritan Foundation","keywords":"Glaucoma; Ophthalmology; Medicine; Optometry; Optic nerve","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004723357,0.0006176257,0.001466664,0.001226351,0.00006200624,0.00003321826,0.0003565579,0.001261416,0.0000346872],"category_scores_gemma":[0.001682852,0.0006100398,0.0001555017,0.000491142,0.0004355879,0.00008972454,0.0002271544,0.002058368,0.000007368945],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002607607,"about_ca_system_score_gemma":0.0005185102,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000352985,"about_ca_topic_score_gemma":0.000006673998,"domain_scores_codex":[0.9965857,0.0003355982,0.0007582405,0.001037057,0.000498552,0.0007848016],"domain_scores_gemma":[0.9984856,0.0004797481,0.0002216948,0.0005421166,0.0001321398,0.0001387484],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009607513,0.0001411433,0.2702297,0.0005276025,0.00004392699,0.003331068,0.0001191338,0.000001030815,0.00004236653,0.00001319771,0.7240486,0.00054159],"study_design_scores_gemma":[0.007315821,0.0007884993,0.03578233,0.001977202,0.0002290745,0.001602491,0.0008005149,0.0002339522,0.00001117311,0.002307906,0.9480208,0.0009302048],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.1130856,0.008074352,0.00001257492,0.0003219793,0.8729593,0.0007068714,0.00004345493,0.00004613771,0.004749635],"genre_scores_gemma":[0.01389456,0.0007314631,0.00258011,0.0001078135,0.9791341,0.0001966249,0.0001795631,0.0001732088,0.003002487],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.2344473,"threshold_uncertainty_score":0.9996351,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004657779251475761,"score_gpt":0.2690642794242506,"score_spread":0.2644065001727748,"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."}}