{"id":"W4312095631","doi":"10.1177/13524585221137500","title":"Magnetization transfer saturation reveals subclinical optic nerve injury in pediatric-onset multiple sclerosis","year":2022,"lang":"en","type":"article","venue":"Multiple Sclerosis Journal","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; University of Calgary; McGill University; University of Toronto; Montreal Neurological Institute and Hospital; Hospital for Sick Children","funders":"Ontario Institute for Regenerative Medicine; Stem Cell Network; Multiple Sclerosis Scientific Research Foundation; National Multiple Sclerosis Society","keywords":"Subclinical infection; Optic neuritis; Multiple sclerosis; White matter; Magnetic resonance imaging; Optic nerve; Magnetization transfer; Medicine; Ophthalmology; Nuclear medicine; Pathology; Radiology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003817746,0.0006060396,0.001157282,0.001250223,0.0014226,0.000262057,0.0005590221,0.0002675751,0.001155813],"category_scores_gemma":[0.004256909,0.0005851536,0.0006458014,0.001898708,0.0002147592,0.0006296988,0.0004310582,0.002773035,0.00007312345],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001061358,"about_ca_system_score_gemma":0.0004087531,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002061672,"about_ca_topic_score_gemma":0.0001664716,"domain_scores_codex":[0.9917203,0.001439311,0.002189351,0.0009709937,0.002339433,0.001340624],"domain_scores_gemma":[0.9963623,0.001240792,0.000379595,0.0007009546,0.0005750912,0.0007412849],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002852038,0.001496143,0.8854594,0.0001443104,0.0001210224,0.0001035668,0.001241964,0.001625427,0.08940635,0.000008653142,0.006861172,0.01067994],"study_design_scores_gemma":[0.01084947,0.001358931,0.9747481,0.0002376853,0.0001771013,0.0001979999,0.0006830913,0.009412593,0.001258047,0.00002972461,0.0004712757,0.0005759355],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992524,0.001095098,0.0005073302,0.002748388,0.0009062346,0.001698002,0.0002688764,0.0001430529,0.0001090642],"genre_scores_gemma":[0.9901028,0.004497725,0.002938511,0.0004408094,0.001018369,0.0004685822,0.0001898661,0.0001339157,0.0002094153],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08928873,"threshold_uncertainty_score":0.9998774,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1107682379971863,"score_gpt":0.3151943155756983,"score_spread":0.204426077578512,"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."}}