{"id":"W4389461026","doi":"10.1212/wnl.94.15_supplement.130","title":"Serum Neurofilament Light Chain Predicts Long-term Clinical Outcomes in Multiple Sclerosis (130)","year":2020,"lang":"en","type":"article","venue":"Neurology","topic":"Skin and Cellular Biology Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Ottawa Hospital","funders":"","keywords":"Multiple sclerosis; Term (time); Medicine; Clinical neurology; Immunoglobulin light chain; Internal medicine; Neuroscience; Psychology; Immunology; Antibody; Physics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007011968,0.0004264005,0.0003331012,0.0006769078,0.0003662696,0.0007685298,0.0002321545,0.0005552089,0.0009358261],"category_scores_gemma":[0.002134893,0.000121598,0.0002038302,0.0004624189,0.0003060391,0.0005020011,0.0003940218,0.0006893862,0.0003018967],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002763225,"about_ca_system_score_gemma":0.0002359753,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001639314,"about_ca_topic_score_gemma":0.002460954,"domain_scores_codex":[0.9998424,0.00003893313,0.00001886702,0.0000290068,0.00002623587,0.00004453101],"domain_scores_gemma":[0.9983637,0.0003331006,0.0005995605,0.00005479164,0.0001902379,0.0004586917],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006533932,0.00005056888,0.9966959,0.000008418338,0.00003222404,0.0001276835,0.00002497718,0.00005452969,0.0009045381,0.0000100297,0.00003708522,0.001400834],"study_design_scores_gemma":[0.00001047731,0.0003643452,0.9982384,0.000007414475,0.00004320252,0.0004477867,0.00007241044,0.0002489141,0.0003976684,0.00004925589,0.0001141945,0.000005930222],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999077,0.0002969882,0.00007502818,0.00002840902,0.000006699975,0.000002793322,0.0001302001,0.000004169316,0.000378787],"genre_scores_gemma":[0.9994075,0.00008534438,0.00006891535,0.00001582882,0.00001808284,0.000003128014,0.0002049994,0.000001564093,0.0001945161],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001639314,"threshold_uncertainty_score":0.003708363,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06452827935239197,"score_gpt":0.3048777430424554,"score_spread":0.2403494636900634,"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."}}