{"id":"W3044482431","doi":"10.1097/md.0000000000021871","title":"Blood neurofilament light chain in Parkinson disease and atypical parkinsonisms","year":2020,"lang":"en","type":"article","venue":"Medicine","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Natural Science Foundation of China","keywords":"Medicine; Disease; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.009489051,0.0008262561,0.004212913,0.002838813,0.0002886089,0.001597947,0.0009748784,0.001508905,0.002427594],"category_scores_gemma":[0.02234987,0.0004495151,0.007865814,0.003625299,0.0004912693,0.0009439844,0.0008583546,0.001048258,0.0001543369],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001261763,"about_ca_system_score_gemma":0.002189793,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003170454,"about_ca_topic_score_gemma":0.00541888,"domain_scores_codex":[0.9949062,0.002394924,0.001353216,0.0006140043,0.0005763598,0.0001552117],"domain_scores_gemma":[0.9837475,0.01219584,0.002785852,0.0003371783,0.0007742552,0.0001592843],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"observational","study_design_scores_codex":[0.005804961,0.00009872827,0.03823991,0.679177,0.1814603,0.0002108195,0.0002045471,0.000992657,0.0004849145,0.00117793,0.004342601,0.08780579],"study_design_scores_gemma":[0.002649436,0.00108489,0.09002747,0.1689958,0.7033502,0.000691974,0.0002440252,0.001290341,0.0007518976,0.00475191,0.02604457,0.0001175727],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.005784726,0.9920351,0.0002958042,0.0006397089,0.0001596601,0.0001100845,0.0006160543,0.000007350621,0.0003515107],"genre_scores_gemma":[0.2934838,0.6986652,0.002615388,0.001514082,0.0009249062,0.00110668,0.001272338,0.00001616299,0.0004015619],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009489051,"threshold_uncertainty_score":0.05018348,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02101312664256631,"score_gpt":0.2555715225703392,"score_spread":0.2345583959277729,"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."}}