{"id":"W4408954533","doi":"10.1101/2025.03.27.643714","title":"Combined optical coherence tomography and electroretinography (OCT+ERG) system for imaging neurovascular coupling in the human retina","year":2025,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Retinal Development and Disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kensington Health; University of Toronto; University of Waterloo","funders":"Canadian Institutes of Health Research","keywords":"Optical coherence tomography; Electroretinography; Retina; Neurovascular bundle; Erg; Optics; Ophthalmology; Coherence (philosophical gambling strategy); Medicine; Physics; Anatomy","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":[0.0009550484,0.0004850972,0.0004267142,0.0002661973,0.0002512106,0.0002214029,0.0006387533,0.0003320175,9.649483e-7],"category_scores_gemma":[0.0001191315,0.0004516776,0.0002536926,0.0004379682,0.0002009332,0.000007647855,0.0003486034,0.0004501584,5.855538e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003117508,"about_ca_system_score_gemma":0.0002100503,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002137375,"about_ca_topic_score_gemma":0.000003381854,"domain_scores_codex":[0.9975814,0.0001087714,0.0004909918,0.001013476,0.0002530738,0.0005523087],"domain_scores_gemma":[0.9985593,0.00005543997,0.0002105182,0.0008097412,0.0002640891,0.0001009016],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0001601172,0.0001397272,0.23267,0.001528979,0.0002025926,0.00002703291,0.00001448026,0.00006990397,0.7615415,0.003235041,0.0004072064,0.000003496431],"study_design_scores_gemma":[0.003810581,0.0004652418,0.5208233,0.00175271,0.0005020585,2.037078e-7,0.0001069777,0.002011054,0.4632437,0.00003386765,0.0048761,0.002374252],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940126,0.002421376,0.00155141,0.0001917004,0.0002762206,0.001369735,0.00004052405,0.00007701616,0.00005940235],"genre_scores_gemma":[0.997473,0.0002401258,0.001391492,0.0001884981,0.0001103765,0.0005412995,0.000005636257,0.00004730988,0.000002261881],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2982978,"threshold_uncertainty_score":0.9997935,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006400633220719778,"score_gpt":0.2155009718451363,"score_spread":0.2091003386244165,"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."}}