{"id":"W2968015278","doi":"10.1212/nxi.0000000000000598","title":"High serum neurofilament light chain normalizes after hematopoietic stem cell transplantation for MS","year":2019,"lang":"en","type":"article","venue":"Neurology Neuroimmunology & Neuroinflammation","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":62,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Montreal Neurological Institute and Hospital","funders":"Multiple Sclerosis Society; Multiple Sclerosis Society of Canada","keywords":"Medicine; Internal medicine; Hematopoietic stem cell transplantation; Biomarker; Transplantation; Gastroenterology; Expanded Disability Status Scale; Oncology; Multiple sclerosis; Pathology; Immunology","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"],"consensus_categories":[],"category_scores_codex":[0.0002880837,0.0005676806,0.0008675503,0.0005280817,0.0002284603,0.00004636008,0.0003293612,0.0003704172,0.0002489237],"category_scores_gemma":[0.00007667011,0.0005457253,0.0003052554,0.0003335757,0.0002089353,0.0003131986,0.0001594888,0.0008720268,0.0004739128],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004359482,"about_ca_system_score_gemma":0.00009455387,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001399556,"about_ca_topic_score_gemma":0.00001583471,"domain_scores_codex":[0.9958414,0.0005544441,0.0009392822,0.001158914,0.0004846498,0.001021251],"domain_scores_gemma":[0.9976163,0.0006353217,0.000366885,0.0009662411,0.0002622113,0.0001530643],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.01005785,0.0003857339,0.02976386,0.001300669,0.0001271373,0.0004666406,0.0009673997,0.0003898138,0.9491245,0.0004474888,0.000456615,0.006512291],"study_design_scores_gemma":[0.00685213,0.00462122,0.8714186,0.00004808249,0.0002034614,0.0005883513,0.00003802739,0.001202704,0.1078904,0.0000671068,0.006671454,0.0003984861],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9763758,0.0001742553,0.000118451,0.01734088,0.001525222,0.003588618,0.00005763167,0.0003287455,0.0004904368],"genre_scores_gemma":[0.9942978,0.0009332179,0.0001044447,0.002808295,0.000180636,0.0006568117,0.0001154313,0.000132648,0.0007707226],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8416547,"threshold_uncertainty_score":0.9996994,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01200984736309578,"score_gpt":0.2405503798264516,"score_spread":0.2285405324633558,"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."}}