{"id":"W3217386291","doi":"10.1111/jns.12477","title":"A longitudinal and cross‐sectional study of plasma neurofilament light chain concentration in <scp>Charcot‐Marie‐Tooth</scp> disease","year":2021,"lang":"en","type":"article","venue":"Journal of the Peripheral Nervous System","topic":"Hereditary Neurological Disorders","field":"Neuroscience","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"H2020 European Research Council; Wellcome Trust; National Center for Advancing Translational Sciences; National Institute of Neurological Disorders and Stroke; Medical Research Council; International Nut and Dried Fruit Council; Medical Research Council Canada; Vetenskapsrådet; Alzheimer's Drug Discovery Foundation; British Medical Association; Muscular Dystrophy Association; Charcot-Marie-Tooth Association","keywords":"Cohort; Biomarker; Medicine; Internal medicine; Disease; Cohort study; Cross-sectional study; Oncology; Gastroenterology; Pathology; Biology; Genetics","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":[0.0006723304,0.000235635,0.0002417877,0.000462098,0.0003680691,0.0004259323,0.0001454581,0.0004760078,0.001054505],"category_scores_gemma":[0.0008075351,0.0002053546,0.0002541911,0.0003364128,0.000170743,0.0003346548,0.0002389318,0.0006101729,0.0002962394],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002658415,"about_ca_system_score_gemma":0.000127989,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002016444,"about_ca_topic_score_gemma":0.001714836,"domain_scores_codex":[0.999716,0.00006790095,0.00002109313,0.0001087348,0.00004938994,0.00003691978],"domain_scores_gemma":[0.9989987,0.000123727,0.0003953166,0.00006453834,0.0001743714,0.0002434592],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002654381,0.0003502074,0.9540361,0.00002836963,0.0002273269,0.0004873849,0.0002083266,0.0001029412,0.03734206,0.00004388747,0.0003353801,0.004183545],"study_design_scores_gemma":[0.00001279321,0.0007867049,0.9970739,0.000003719471,0.00003594408,0.0006428055,0.00006337351,0.0001403816,0.0009465052,0.00001546924,0.0002734728,0.000004968704],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999103,0.0001562546,0.0001654396,0.00002065863,0.00000387644,0.000008055499,0.0002850441,0.000007654074,0.0002501665],"genre_scores_gemma":[0.9988065,0.00006043813,0.0001633628,0.00003338449,0.000005799087,0.00001426794,0.0004564736,0.000003871914,0.0004559254],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002016444,"threshold_uncertainty_score":0.004009366,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02639344529975561,"score_gpt":0.2577186019443966,"score_spread":0.231325156644641,"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."}}