{"id":"W3097569963","doi":"10.1016/j.jns.2020.117213","title":"OCT parameters of the optic nerve head and the retina as surrogate markers of brain volume in a normal population, a pilot study","year":2020,"lang":"en","type":"article","venue":"Journal of the Neurological Sciences","topic":"Glaucoma and retinal disorders","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa; Ottawa Hospital","funders":"Retina Research Foundation","keywords":"Grey matter; Nerve fiber layer; Ganglion; Retina; Entorhinal cortex; Ophthalmology; Retinal; Medicine; Multiple sclerosis; Optical coherence tomography; Optic nerve; Population; Neuroscience; Pathology; Anatomy; White matter; Psychology; Internal medicine; Magnetic resonance imaging; Radiology; Hippocampus","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":[0.001717031,0.00008030808,0.0002944561,0.0000342178,0.0001063886,0.00001579519,0.0004395607,0.00002223653,0.00001349179],"category_scores_gemma":[0.002484898,0.00002705946,0.0001264587,0.0005388042,0.001008969,0.00005524043,0.000137063,0.0003240858,3.134165e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004690458,"about_ca_system_score_gemma":0.0000432997,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002400324,"about_ca_topic_score_gemma":0.0000351751,"domain_scores_codex":[0.9979791,0.00078183,0.0004478197,0.0001209228,0.0005283992,0.0001419386],"domain_scores_gemma":[0.9988857,0.0004720846,0.0004296028,0.00009969061,0.00004908405,0.00006385688],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002780999,0.0001771634,0.9956295,0.00001162537,0.00001327154,0.00002426287,0.0004127437,0.0002837917,0.0004108989,0.00005031214,0.0000823857,0.0001229707],"study_design_scores_gemma":[0.001515966,0.01265037,0.9823914,0.00003625362,0.00005512014,0.0001673738,0.0006121742,0.002053676,0.00001805077,0.0004565459,0.00001363426,0.00002950266],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9161388,0.00009192497,7.366771e-7,0.08323589,0.0000933432,0.0003258924,5.284088e-7,0.000001750782,0.0001111723],"genre_scores_gemma":[0.9982836,0.000009427434,0.00004778445,0.001624608,0.00001492135,0.000001076534,3.197123e-8,0.000002123096,0.00001645989],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0821448,"threshold_uncertainty_score":0.3717588,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03252319326091373,"score_gpt":0.2798341426171688,"score_spread":0.247310949356255,"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."}}