{"id":"W3045820457","doi":"10.1002/alz.040206","title":"Association between plasma neurofilament light chain levels and cognition in early Parkinson's disease","year":2020,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Montreal Cognitive Assessment; Cognition; Neuropsychology; Internal medicine; Episodic memory; Dementia; Parkinson's disease; Neurodegeneration; Cognitive decline; Psychology; Biomarker; Executive functions; Association (psychology); Medicine; Audiology; Disease; Neuroscience; Chemistry","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":[0.0003130095,0.0002734749,0.0003345626,0.0008260899,0.0003425001,0.0004848278,0.0001523941,0.0004270182,0.001360958],"category_scores_gemma":[0.0008239006,0.0001553823,0.0001792435,0.0005025077,0.0002018088,0.0002268313,0.0002471669,0.0003860515,0.0001478557],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002401645,"about_ca_system_score_gemma":0.0001089349,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001724746,"about_ca_topic_score_gemma":0.002153137,"domain_scores_codex":[0.9998691,0.0000255301,0.00001994609,0.00003772805,0.00002721747,0.00002048418],"domain_scores_gemma":[0.9993188,0.0001864489,0.0002456108,0.0000238431,0.00009792091,0.0001273051],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003184071,0.00004511518,0.9968632,0.00001196319,0.0000514211,0.0001218254,0.00005529378,0.00002889413,0.000993331,0.0000064018,0.00003489158,0.001469186],"study_design_scores_gemma":[0.000004187029,0.00007779805,0.9993756,0.000002117676,0.00001536567,0.0002322191,0.00004615672,0.00007377251,0.0001168468,0.00001412092,0.00004023646,0.000001573911],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995052,0.0002238058,0.00003639625,0.00001086918,0.000002362211,0.000001588538,0.00007216059,0.000002101553,0.0001454282],"genre_scores_gemma":[0.9996682,0.00004680932,0.00005274908,0.000009629656,0.000003434182,0.000002027959,0.00008428621,4.709761e-7,0.0001323268],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001724746,"threshold_uncertainty_score":0.004552841,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03587860606431054,"score_gpt":0.2603882048194416,"score_spread":0.224509598755131,"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."}}