{"id":"W4294091586","doi":"10.1097/wno.0000000000001717","title":"Normative Data and Conversion Equation for Spectral-Domain Optical Coherence Tomography in an International Healthy Control Cohort","year":2022,"lang":"en","type":"article","venue":"Journal of Neuro-Ophthalmology","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Neurological Disorders and Stroke; National Eye Institute; Sanofi Genzyme; School of Medicine, New York University; EMD Serono; Genentech; Instituto de Salud Carlos III; Heidelberg Engineering; Schweizerische Multiple Sklerose Gesellschaft; European Regional Development Fund; Bundesministerium für Bildung und Forschung; Deutsche Forschungsgemeinschaft; Biogen; York University; Aerie Pharmaceuticals; NYU Grossman School of Medicine; Bayer HealthCare; Universitätsspital Basel; Race to Erase MS; TG Therapeutics; National Institutes of Health; Regeneron Pharmaceuticals; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; Alexion Pharmaceuticals; BrightFocus Foundation; National Institute for Health and Care Research; Carl Zeiss Meditec AG; Teva Pharmaceutical Industries; Moorfields Eye Hospital NHS Foundation Trust; Celgene; Bayer; Friedrich-Baur-Stiftung; Guthy-Jackson Charitable Foundation; Massachusetts Institute of Technology; European Commission; Sanofi; Else Kröner-Fresenius-Stiftung; Multiple Sclerosis Society; Research to Prevent Blindness; National Science Foundation","keywords":"Optical coherence tomography; Glaucoma; Medicine; Optic neuritis; Nerve fiber layer; Segmentation; Optometry; Ophthalmology; Artificial intelligence; Multiple sclerosis; Computer science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001376297,0.0001055499,0.0003946059,0.0003822057,0.0001147012,0.00001525775,0.0003245892,0.00003881921,0.0001457111],"category_scores_gemma":[0.0009392821,0.00009357397,0.00005620123,0.0001579634,0.0001528835,0.0002893913,0.0002153539,0.0005075127,7.063118e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001197276,"about_ca_system_score_gemma":0.0001242482,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001283549,"about_ca_topic_score_gemma":0.000001635442,"domain_scores_codex":[0.998137,0.0003775346,0.0005108965,0.0002495324,0.0004855314,0.0002394834],"domain_scores_gemma":[0.9981409,0.0009640466,0.000291189,0.0002122055,0.0002354516,0.0001561709],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007084004,0.0005760183,0.9771721,0.00004979682,0.000157344,0.000941255,0.0003423759,0.00009304609,0.01217986,0.0001184702,0.0006603797,0.0006253078],"study_design_scores_gemma":[0.007464576,0.00703609,0.9653847,0.00002064922,0.00004090538,0.005875214,0.0005954031,0.01257745,0.00009024158,0.0002964486,0.0005341576,0.00008418583],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9911318,0.00009100277,0.0008003673,0.006622162,0.00036642,0.0006854512,0.0001350983,0.000004292041,0.0001634199],"genre_scores_gemma":[0.9967682,0.00007357656,0.002457432,0.0004518215,0.0001429033,0.0000331199,0.00005695111,0.00001015792,0.000005822388],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0124844,"threshold_uncertainty_score":0.3815836,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1005700214654316,"score_gpt":0.3855532562147778,"score_spread":0.2849832347493462,"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."}}