{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002207978,0.0002221644,0.0002916641,0.0002616988,0.0001594293,0.000324472,0.00008980496,0.0001805081,0.0007395518],"category_scores_gemma":[0.0003710243,0.00006422883,0.0001629776,0.0002310625,0.0001898253,0.0001307088,0.0001071021,0.0003284709,0.0001605542],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002877534,"about_ca_system_score_gemma":0.0001781593,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006667919,"about_ca_topic_score_gemma":0.001175828,"domain_scores_codex":[0.9998802,0.00001905845,0.00001011877,0.00001934367,0.00004201704,0.00002917764],"domain_scores_gemma":[0.9997531,0.00003180999,0.0001096746,0.00001107248,0.00002476729,0.00006967655],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01372124,0.001566771,0.5290159,0.0001345991,0.0002078369,0.003674643,0.0002978833,0.0006289228,0.3840668,0.0001333887,0.001080754,0.06547128],"study_design_scores_gemma":[0.0001168049,0.005553653,0.9421433,0.00001391729,0.00008433806,0.002712399,0.0001095411,0.0007670044,0.04749887,0.0001072767,0.0008829509,0.00001001229],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998731,0.0003826531,0.0001363594,0.00002647527,0.000006579922,0.00001434208,0.00007173645,0.00003237843,0.0005984877],"genre_scores_gemma":[0.9994659,0.00006626862,0.00008660873,0.00002835018,0.000007366502,0.000007591676,0.0001642451,0.000002831064,0.0001707988],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007395518,"threshold_uncertainty_score":0.00247401,"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."}}