{"id":"W2893512574","doi":"10.1111/aos.13883","title":"The European Eye Epidemiology spectral‐domain optical coherence tomography classification of macular diseases for epidemiological studies","year":2018,"lang":"en","type":"article","venue":"Acta Ophthalmologica","topic":"Retinal and Macular Surgery","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Menzies Centre for Australian Studies, King's College London, University of London; Allergan; Japan Society for the Promotion of Science; Lietuvos Sveikatos Mokslų Universitetas; Turun Yliopistollinen Keskussairaala; Pirkanmaan Sairaanhoitopiiri; Universität Leipzig; Aristotle University of Thessaloniki; Turun Yliopisto; Syddansk Universitet; Rheinische Friedrich-Wilhelms-Universität Bonn; Università degli Studi di Padova; Alcon Japan; Universitätsmedizin der Johannes Gutenberg-Universität Mainz; Moorfields Eye Hospital NHS Foundation Trust; Alimera Sciences; Novartis; Queen's University; Genentech; Alexander von Humboldt-Stiftung; Erasmus Medisch Centrum; Tampereen Yliopisto; Heidelberg Engineering; Koninklijke Nederlandse Akademie van Wetenschappen; Radboud Universiteit; Carl Zeiss Meditec AG; Institut National de la Santé et de la Recherche Médicale; Universitetet i Tromsø; King's College London; Université de Bordeaux; Laboratoires Théa; University of Southampton; National Institute for Health and Care Research; Universität Wien; Medizinische Universität Wien","keywords":"Optical coherence tomography; Epidemiology; Medicine; Optometry; Ophthalmology; Pathology","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":[0.01753345,0.001637877,0.001609198,0.01518123,0.001098473,0.002236163,0.002139742,0.001831211,0.007415043],"category_scores_gemma":[0.02838491,0.0003782342,0.002794264,0.01284118,0.0008473764,0.001653982,0.003461323,0.002351349,0.002805125],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002997424,"about_ca_system_score_gemma":0.00860551,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008674841,"about_ca_topic_score_gemma":0.006242185,"domain_scores_codex":[0.9831413,0.005799382,0.00547438,0.001122852,0.003461578,0.001000439],"domain_scores_gemma":[0.956541,0.007753207,0.01327879,0.003782584,0.01693009,0.001714408],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001323351,0.0003508221,0.3731006,0.009715949,0.001104941,0.0007640527,0.001163795,0.002692322,0.003845951,0.03025282,0.2106427,0.3650427],"study_design_scores_gemma":[0.0005358158,0.0003552629,0.5789523,0.007255052,0.0006837143,0.002492461,0.0009406929,0.003147928,0.001169733,0.01135479,0.3929519,0.0001603696],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1180944,0.1364803,0.3401242,0.03882081,0.01317601,0.03757549,0.2098387,0.002475074,0.1034151],"genre_scores_gemma":[0.2316671,0.02843657,0.5390462,0.007434882,0.001854347,0.02682587,0.1501275,0.0005880753,0.01401932],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01753345,"threshold_uncertainty_score":0.09272689,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1214048570438803,"score_gpt":0.3851028870136875,"score_spread":0.2636980299698072,"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."}}