{"id":"W4385343248","doi":"10.3389/fopht.2023.1217125","title":"Optical coherence tomography and optical coherence tomography angiography: essential tools for detecting glaucoma and disease progression","year":2023,"lang":"en","type":"article","venue":"Frontiers in Ophthalmology","topic":"Glaucoma and retinal disorders","field":"Medicine","cited_by":31,"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","keywords":"Glaucoma; Optical coherence tomography; Medicine; Ophthalmology; Optic nerve; Retina; Intraocular pressure; Choroid; Radiology; Neuroscience; Biology","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":[0.0003149214,0.0003092626,0.000563844,0.0007806946,0.0001812197,0.00006710334,0.0001486849,0.0002743557,0.00002241654],"category_scores_gemma":[0.0004279919,0.0002732621,0.0002826228,0.00104426,0.0009421304,0.0001459518,0.0001404635,0.0003187509,0.000003164987],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001494078,"about_ca_system_score_gemma":0.00006872194,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001442335,"about_ca_topic_score_gemma":0.000001881705,"domain_scores_codex":[0.9978219,0.00009150903,0.0003876856,0.0007279661,0.0002432002,0.0007277245],"domain_scores_gemma":[0.9987059,0.000317167,0.00008675806,0.000272709,0.00007938164,0.0005380528],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001576617,0.0001700811,0.9840441,0.0003571287,0.0001408371,0.0008391598,0.0001050681,4.259128e-7,0.0008491654,0.0001904743,0.0009303173,0.0107966],"study_design_scores_gemma":[0.002065578,0.001069184,0.9892192,0.0002758797,0.0002258404,0.0005878442,0.0006721934,0.0007812001,0.0002629283,0.004394196,0.0001238478,0.0003220588],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9915871,0.003954302,0.0009917021,0.0007740026,0.0006014066,0.001387606,0.00002169583,0.0001003698,0.0005818219],"genre_scores_gemma":[0.9826999,0.00007399869,0.01659775,0.00006811549,0.0000773976,0.0003358122,0.00006633428,0.0000368853,0.00004374839],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01560605,"threshold_uncertainty_score":0.999972,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01551849034144721,"score_gpt":0.293029297660775,"score_spread":0.2775108073193278,"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."}}