{"id":"W4220661846","doi":"10.1016/j.msard.2022.103761","title":"Progressive retinal changes in pediatric multiple sclerosis","year":2022,"lang":"en","type":"article","venue":"Multiple Sclerosis and Related Disorders","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba; University of Calgary; McGill University; SickKids Foundation; University of Toronto; Montreal Neurological Institute and Hospital; Hospital for Sick Children","funders":"Multiple Sclerosis Society of Canada; Ontario Institute for Regenerative Medicine; Stem Cell Network; Multiple Sclerosis Scientific Research Foundation; National Multiple Sclerosis Society","keywords":"Medicine; Optic neuritis; Nerve fiber layer; Retinal; Multiple sclerosis; Ophthalmology; Inner plexiform layer","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0009189117,0.000272421,0.000230058,0.002163332,0.0004122271,0.000505064,0.0001732807,0.0002473625,0.001394129],"category_scores_gemma":[0.00261672,0.0001373127,0.0001886848,0.00154336,0.0004083574,0.0005757699,0.0003767957,0.0003603911,0.0001346897],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004689376,"about_ca_system_score_gemma":0.000598304,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006753179,"about_ca_topic_score_gemma":0.006528905,"domain_scores_codex":[0.9995322,0.000164631,0.00006358133,0.00005748133,0.0001001267,0.00008193903],"domain_scores_gemma":[0.9986639,0.0002794669,0.000654604,0.00005119847,0.0001936586,0.0001570378],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003403714,0.0002060319,0.9687154,0.0002144553,0.00004756445,0.005031743,0.0007911367,0.0001706516,0.002148433,0.0004568716,0.0005341945,0.02134311],"study_design_scores_gemma":[0.00001109011,0.0002026569,0.9911814,0.00004938828,0.00003369386,0.006264249,0.0007816437,0.00007463314,0.0006068349,0.00006268757,0.0007291369,0.000002607306],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956501,0.001729538,0.00006862732,0.00007806945,0.000006850357,0.00001237019,0.0001568407,0.000006862047,0.002290656],"genre_scores_gemma":[0.998073,0.001475109,0.0001374595,0.00002098823,0.00001220954,0.000007801454,0.0001034967,0.000001824704,0.0001680996],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006753179,"threshold_uncertainty_score":0.01342773,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04306767492897136,"score_gpt":0.2652330396453251,"score_spread":0.2221653647163538,"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."}}