{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000389725,0.0002028622,0.0003757389,0.00006115234,0.0001883481,0.0001413747,0.0003723459,0.00006660879,0.00001895802],"category_scores_gemma":[0.001473823,0.0001406326,0.0001633205,0.000368031,0.0001245226,0.0002600293,0.0001667626,0.000426514,0.00000177223],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000134875,"about_ca_system_score_gemma":0.0001726252,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002800333,"about_ca_topic_score_gemma":0.00006815438,"domain_scores_codex":[0.9965631,0.001027338,0.0009120955,0.0003757039,0.0008191927,0.000302549],"domain_scores_gemma":[0.9983705,0.0004528549,0.000569962,0.0002600539,0.0001490624,0.0001975379],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003279311,0.001184736,0.8650452,0.0001622451,0.0000321355,0.0017762,0.001526126,0.01935475,0.109969,0.0003539446,0.0001412701,0.0001264574],"study_design_scores_gemma":[0.002409716,0.0008423211,0.9807584,0.0000976382,0.00003426742,0.0007063585,0.001275067,0.007183504,0.006271315,0.0000581639,0.0002794708,0.00008378125],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972998,0.000193841,0.00002162796,0.0005918449,0.001283969,0.0004127951,0.00001608898,0.00001551055,0.0001645063],"genre_scores_gemma":[0.999362,0.00002470873,0.00001020108,0.0002164146,0.0001853054,0.00001118248,4.381823e-7,0.00001755112,0.0001721924],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1157132,"threshold_uncertainty_score":0.573483,"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."}}