{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00009306584,0.0002549331,0.0002259557,0.0003190617,0.00008474602,0.00003059277,0.0004354638,0.00007643582,0.00009935169],"category_scores_gemma":[0.0007188834,0.0002591679,0.00006506897,0.0005157514,0.0003243524,0.00009950581,0.0002146306,0.0003294819,0.0001316629],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001256557,"about_ca_system_score_gemma":0.0001214489,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003405778,"about_ca_topic_score_gemma":0.0001133017,"domain_scores_codex":[0.9968279,0.0007385507,0.0003823121,0.001085131,0.0003521822,0.0006139121],"domain_scores_gemma":[0.9990077,0.0001187384,0.000113054,0.0005016797,0.00003874461,0.0002200792],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0008095464,0.0006161969,0.06337876,0.0000171917,0.000001346683,0.0004678512,0.0001003902,0.00008750775,0.93312,0.001076501,0.0001965516,0.0001282112],"study_design_scores_gemma":[0.001458242,0.001550998,0.3374925,0.00001523703,0.00001127301,0.00001380443,0.00000131633,0.0003769373,0.6552541,0.0009024197,0.002706294,0.0002168839],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992546,0.00002148521,0.000004422924,0.005600217,0.0003491695,0.0007534656,0.00001095454,0.00007247213,0.0006418742],"genre_scores_gemma":[0.9900929,0.00001648368,0.00003262985,0.009275555,0.0002572027,0.0001889069,0.000002582832,0.00004019814,0.0000935749],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2778658,"threshold_uncertainty_score":0.9999861,"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."}}