{"id":"W2971369168","doi":"10.1177/2055217319871582","title":"Retinal inner nuclear layer volume reflects inflammatory disease activity in multiple sclerosis; a longitudinal OCT study","year":2019,"lang":"en","type":"article","venue":"Multiple Sclerosis Journal - Experimental Translational and Clinical","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":71,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"Instituto de Salud Carlos III; Sanofi Genzyme; Chugai Pharmaceutical; Novartis Pharma; Ipsen; Moorfields Eye Hospital NHS Foundation Trust; Deutsche Forschungsgemeinschaft; Sanofi; Bayer HealthCare; Genentech; Multiple Sclerosis Society; Alexion Pharmaceuticals; Merz Pharmaceuticals; Bundesministerium für Bildung und Forschung; National Institute for Health and Care Research; Teva Pharmaceutical Industries; Celgene; Biogen; University College London; Allergan; Arthur Arnstein Stiftung","keywords":"Multiple sclerosis; Medicine; Optic neuritis; Retinal; Inner nuclear layer; Inner plexiform layer; Ophthalmology; Internal medicine; Neurodegeneration; Disease; Pathology; Immunology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001153246,0.0002592175,0.0002307385,0.0009094372,0.000328967,0.00064645,0.0003085592,0.0004350065,0.0008008506],"category_scores_gemma":[0.002699957,0.0002121227,0.0002876417,0.0007779885,0.000277756,0.0007337763,0.0004607959,0.0004736432,0.0002029399],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003208295,"about_ca_system_score_gemma":0.0002428424,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002653737,"about_ca_topic_score_gemma":0.002986795,"domain_scores_codex":[0.9995788,0.0001082752,0.0000495102,0.0001235925,0.00007963728,0.00006031356],"domain_scores_gemma":[0.9971659,0.0002938512,0.001743023,0.0001768047,0.0003339945,0.0002864489],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001027713,0.00002044261,0.9989065,0.000003677349,0.00003075949,0.00002691452,0.00003557501,0.00002345186,0.0002332971,0.000003529117,0.00002303399,0.0005900186],"study_design_scores_gemma":[0.000003100611,0.00007709477,0.9993814,0.000002434427,0.00001766384,0.0002169093,0.00004469782,0.0001150919,0.00007168978,0.000008642331,0.00005913345,0.000002198369],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993018,0.0001856138,0.00009136499,0.00001676239,0.000002170445,0.000007698911,0.0002008368,0.00000373136,0.000190027],"genre_scores_gemma":[0.9995936,0.0000399368,0.00009300048,0.00001060355,0.000005230102,0.000007079993,0.0001908217,0.000001269013,0.00005852827],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002653737,"threshold_uncertainty_score":0.006099045,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2066340523078871,"score_gpt":0.3833640099548292,"score_spread":0.1767299576469422,"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."}}