{"id":"W4285589419","doi":"10.1111/ene.15496","title":"Association of plasma neurofilament light chain with disease activity in chronic inflammatory demyelinating polyradiculoneuropathy","year":2022,"lang":"en","type":"article","venue":"European Journal of Neurology","topic":"Peripheral Neuropathies and Disorders","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"UK Dementia Research Institute; Medical Research Council Canada; Wolfson Foundation; Olav Thon Stiftelsen; Bethlehem Griffiths Research Foundation; Wellcome Trust; Familjen Erling-Perssons Stiftelse; H2020 European Research Council; Motor Neurone Disease Association; National Institute of Neurological Disorders and Stroke; University College London Hospitals Biomedical Research Centre; Alzheimer's Association","keywords":"Medicine; Polyradiculoneuropathy; Subclinical infection; Internal medicine; Gastroenterology; Disease; Antibody; Biomarker; Chronic inflammatory demyelinating polyneuropathy; Receiver operating characteristic; Immunology; Guillain-Barre syndrome","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005071397,0.0003107474,0.0002560987,0.00067408,0.0002448878,0.0003802066,0.000157314,0.0004832339,0.000942695],"category_scores_gemma":[0.002042465,0.0001101662,0.000144095,0.0003542408,0.0002763976,0.0002851602,0.0001990457,0.0003914796,0.0001381625],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002345346,"about_ca_system_score_gemma":0.0001253215,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000827117,"about_ca_topic_score_gemma":0.0009595393,"domain_scores_codex":[0.9996651,0.00009516264,0.00005685108,0.00007609737,0.00005436224,0.00005239216],"domain_scores_gemma":[0.9977427,0.0007168727,0.001015293,0.00006524947,0.0002083106,0.0002516641],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002947484,0.00002585078,0.9962872,0.00001317158,0.00002606899,0.00008676222,0.00002704827,0.00003547313,0.001300644,0.000004006862,0.00002179226,0.001877237],"study_design_scores_gemma":[0.000009739487,0.0002487821,0.9984066,0.000005104993,0.00001795704,0.0007586224,0.00003815342,0.0001671965,0.0002603221,0.000009083551,0.00007581985,0.000002632224],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992152,0.0005011022,0.00006156895,0.00001941544,0.000003006599,0.000004173059,0.00004093924,0.00000257222,0.0001519623],"genre_scores_gemma":[0.9997467,0.0000576296,0.00007761836,0.00001356741,0.00000726077,0.000002881653,0.00005727117,6.120304e-7,0.00003633593],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.000942695,"threshold_uncertainty_score":0.003153682,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007001136193734528,"score_gpt":0.2111762437649309,"score_spread":0.2041751075711964,"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."}}