{"id":"W3179998576","doi":"","title":"LONGITUDINAL ANALYSIS OF RETINAL AND BRAIN ATROPHY IN MULTIPLE SCLEROSIS","year":2021,"lang":"en","type":"article","venue":"Investigative Ophthalmology & Visual Science","topic":"Retinal Imaging and Analysis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Atrophy; Multiple sclerosis; Retinal; Medicine; Neuroscience; Ophthalmology; Pathology; Psychology; Psychiatry","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0008433837,0.0001583746,0.0006274112,0.0007950422,0.0001398232,0.00002889722,0.0001412489,0.00006413538,0.0001059793],"category_scores_gemma":[0.00239522,0.0001416758,0.0001432282,0.006212895,0.00461276,0.0001588938,0.0001662203,0.0002271243,0.000004124026],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000708969,"about_ca_system_score_gemma":0.0003232945,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004942472,"about_ca_topic_score_gemma":0.00002745632,"domain_scores_codex":[0.9979751,0.000188227,0.0003809381,0.0006837263,0.0004194423,0.0003526308],"domain_scores_gemma":[0.9986295,0.0003239072,0.0001607766,0.0002425868,0.0003810867,0.0002621238],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000230425,0.0000763599,0.5601928,0.00001169348,0.00009857247,0.0002809731,0.0002464993,0.00002998904,0.4388694,0.00002704459,0.000003885704,0.0001396696],"study_design_scores_gemma":[0.0003621874,0.0002477182,0.8363956,0.00009704645,0.0004032422,0.0002048731,0.0003595153,0.006657018,0.1549291,0.0002354336,0.000002228237,0.0001060638],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997437,0.0002315422,0.000012655,0.001702716,0.00002788877,0.0000701456,0.000006695255,0.0000104351,0.0005009198],"genre_scores_gemma":[0.9965042,0.00001276871,0.003108537,0.0001926012,0.00001772357,0.000006600823,0.00001203897,0.000006654583,0.0001387992],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2839404,"threshold_uncertainty_score":0.9980961,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07924724054610394,"score_gpt":0.3554129900048384,"score_spread":0.2761657494587345,"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."}}