{"id":"W2806134846","doi":"10.1212/wnl.90.15_supplement.s24.003","title":"Serum Neurofilament Light (NfL): Towards a Blood Test for Prognosis and Disease/Treatment Monitoring in Multiple Sclerosis Patients (S24.003)","year":2018,"lang":"en","type":"article","venue":"Neurology","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Montreal Neurological Institute and Hospital","funders":"","keywords":"Multiple sclerosis; Medicine; Disease; Test (biology); Internal medicine; Blood test; Oncology; Immunology; Biology","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":[0.002203478,0.0004997315,0.0005543816,0.000437711,0.0003137777,0.0007287063,0.0003871368,0.0005661233,0.001948245],"category_scores_gemma":[0.001314736,0.0001269152,0.0003371043,0.0004254222,0.0002174874,0.000412769,0.0003494999,0.0006126956,0.0007494942],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004574025,"about_ca_system_score_gemma":0.0006608142,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001018351,"about_ca_topic_score_gemma":0.002105939,"domain_scores_codex":[0.999494,0.0002414526,0.00004480452,0.00007308994,0.00009431105,0.00005226522],"domain_scores_gemma":[0.9991331,0.0001003498,0.0002470054,0.00005538655,0.0002069041,0.0002572681],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.04858892,0.003068275,0.6622112,0.0003894602,0.0008389486,0.0003629301,0.0001692853,0.0008180495,0.0744347,0.0004673359,0.01011147,0.1985395],"study_design_scores_gemma":[0.007818695,0.03718941,0.8911549,0.0001799835,0.000859031,0.001723796,0.0001541333,0.002750388,0.03698606,0.001083882,0.02003778,0.00006189549],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9879031,0.003740988,0.001290392,0.001192352,0.0001259423,0.0004853062,0.001848847,0.0001010662,0.003312129],"genre_scores_gemma":[0.9854171,0.0009099261,0.006086944,0.001093881,0.000129583,0.0004818018,0.003190868,0.0000305793,0.002659247],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002203478,"threshold_uncertainty_score":0.01165324,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07435411616005974,"score_gpt":0.3042966773548255,"score_spread":0.2299425611947657,"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."}}