{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003419217,0.0007528354,0.0004063805,0.002227696,0.0007845186,0.001138287,0.001040134,0.0006752161,0.003398663],"category_scores_gemma":[0.009218581,0.0002326416,0.0006186745,0.001191774,0.0004811543,0.0005778606,0.0006888313,0.0008578226,0.001124511],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007841684,"about_ca_system_score_gemma":0.0005039914,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01044056,"about_ca_topic_score_gemma":0.004830322,"domain_scores_codex":[0.9985589,0.0002257253,0.0001775383,0.0006016454,0.0003554345,0.00008072428],"domain_scores_gemma":[0.9974993,0.0004693847,0.0004690335,0.0006089945,0.0008540117,0.00009936765],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001077887,0.0004740116,0.9455549,0.00008956653,0.0002942905,0.0008027934,0.0009396532,0.0008214769,0.001826266,0.001711975,0.007971828,0.03843546],"study_design_scores_gemma":[0.0001545702,0.0004105853,0.9800965,0.0001036986,0.0002877841,0.002549584,0.0007772515,0.004740105,0.001024029,0.001397944,0.008395846,0.00006201004],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9624149,0.0007081564,0.01486057,0.0003066997,0.0001465739,0.000613222,0.01100841,0.0003560634,0.009585474],"genre_scores_gemma":[0.9758306,0.0002527127,0.006917029,0.0001605271,0.00004248962,0.001191987,0.01387799,0.0001172154,0.001609415],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01044056,"threshold_uncertainty_score":0.02075958,"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."}}