{"id":"W3026608846","doi":"10.1002/mds.28056","title":"<scp>CSF NFL</scp> in a Longitudinally Assessed <scp>PD</scp> Cohort: Age Effects and Cognitive Trajectories","year":2020,"lang":"en","type":"article","venue":"Movement Disorders","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":72,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Novartis Pharma; Michael J. Fox Foundation for Parkinson's Research","keywords":"Neurofilament; Medicine; Internal medicine; Cognition; Cerebrospinal fluid; Cohort; Cognitive decline; Psychology; Disease; Dementia; Psychiatry; Immunohistochemistry","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001527318,0.0004711512,0.000662485,0.0001651494,0.0001285147,0.00008758365,0.0001075543,0.0001334998,0.0000244592],"category_scores_gemma":[0.0006973423,0.0004392675,0.0001549414,0.0004085201,0.000113273,0.0001908534,0.0001003487,0.0002442526,0.00004643434],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001080685,"about_ca_system_score_gemma":0.0001165248,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002598427,"about_ca_topic_score_gemma":0.0003322239,"domain_scores_codex":[0.9976039,0.0001013461,0.0003448036,0.0007831568,0.0005409525,0.0006258629],"domain_scores_gemma":[0.9986289,0.000482074,0.0001355335,0.0002050653,0.00006831944,0.0004801675],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008226167,0.00156792,0.9832691,0.0006711501,0.001154307,0.001309468,0.002609828,0.00000734938,0.002235494,0.0003930966,0.002347616,0.004352441],"study_design_scores_gemma":[0.009252209,0.001330148,0.9764708,0.0002643395,0.000789589,0.000001108382,0.002587838,0.0002276307,0.003055156,0.003222991,0.002693047,0.0001051728],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9865022,0.001833532,0.0007675562,0.0004638785,0.0001493945,0.00205203,0.00007467982,0.0001420567,0.008014713],"genre_scores_gemma":[0.993509,0.0004448432,0.0001621024,0.00454996,0.00006594584,0.0004223055,0.0001899202,0.00006613241,0.0005897667],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009169947,"threshold_uncertainty_score":0.9998059,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0121630339839955,"score_gpt":0.2492991420139538,"score_spread":0.2371361080299583,"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."}}