{"id":"W2777227359","doi":"10.1212/wnl.0000000000005005","title":"Neurofilament light protein in blood predicts regional atrophy in Huntington disease","year":2018,"lang":"en","type":"article","venue":"Neurology","topic":"Genetic Neurodegenerative Diseases","field":"Neuroscience","cited_by":85,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Medical Research Council; Vetenskapsrådet; Knut och Alice Wallenbergs Stiftelse; Wellcome Trust; Rosetrees Trust; Torsten Söderbergs Stiftelse; National Institute for Health and Care Research; VINNOVA; CHDI Foundation","keywords":"Atrophy; Huntington's disease; Neurofilament; Disease; Medicine; Pathology; Degenerative disease; Neuroscience; Biology; Immunohistochemistry","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":[0.0003934058,0.0002530203,0.0002075666,0.0003652239,0.0001923325,0.0002572629,0.000169952,0.0003634005,0.001134037],"category_scores_gemma":[0.001333731,0.0001299395,0.0001290481,0.0002331305,0.0001922539,0.0002600989,0.0001968735,0.000308734,0.0002012061],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001324299,"about_ca_system_score_gemma":0.00008640484,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001282656,"about_ca_topic_score_gemma":0.00169044,"domain_scores_codex":[0.9999046,0.00002553376,0.00001198327,0.00003129521,0.00001611288,0.00001044133],"domain_scores_gemma":[0.9994215,0.0001661367,0.0002571132,0.00002524312,0.00004893651,0.00008109321],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003020561,0.00003456123,0.9964706,0.000004985332,0.00003099482,0.00007859999,0.00004584601,0.00005716193,0.001892388,0.000007359107,0.00004556586,0.001029882],"study_design_scores_gemma":[0.000008566037,0.0001294602,0.9987212,0.000003990139,0.0000229053,0.000336928,0.00003542649,0.0002977905,0.0003579485,0.00002394504,0.00005988998,0.000001840485],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996538,0.0001035557,0.00006380989,0.00001247893,0.000001720265,0.000001558299,0.00005417345,0.000003225715,0.0001057301],"genre_scores_gemma":[0.9996201,0.00003225999,0.000123242,0.000007913916,0.000003041833,0.000001990943,0.0001031271,0.000001272894,0.0001068491],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001282656,"threshold_uncertainty_score":0.003793716,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01916566401694928,"score_gpt":0.2445570064862835,"score_spread":0.2253913424693342,"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."}}