{"id":"W4406201347","doi":"10.1002/alz.091850","title":"Clinical evaluation of a plasma Neurofilament Light chain electrochemiluminescence immunoassay in Alzheimer’s disease","year":2024,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Biotin and Related Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Internal medicine; Biomarker; Immunoassay; Disease; Alzheimer's disease; Neuropathology; Oncology; Montreal Cognitive Assessment; Cognitive impairment; Pathology; Immunology; Antibody; Biology","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":[0.002206762,0.0005146887,0.0002783776,0.0008113045,0.0002618284,0.0005420821,0.0002790611,0.0005559678,0.000548069],"category_scores_gemma":[0.003654229,0.000251624,0.0001880639,0.0003537647,0.0003106384,0.0002626281,0.0002583685,0.0003581342,0.0003075691],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003211952,"about_ca_system_score_gemma":0.0001398882,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001243765,"about_ca_topic_score_gemma":0.001098177,"domain_scores_codex":[0.9987568,0.0005018461,0.0001291572,0.0002686322,0.0002832012,0.00006034579],"domain_scores_gemma":[0.9979874,0.0005655071,0.0006018211,0.00009275635,0.0005889913,0.0001634446],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007691837,0.0001288562,0.9681935,0.0000403066,0.00006241732,0.0005937616,0.0002206631,0.000082233,0.0241599,0.0000190343,0.000227321,0.005502733],"study_design_scores_gemma":[0.0000587781,0.001491791,0.9840103,0.00001777432,0.00008650267,0.002680235,0.0001334732,0.001613174,0.00917312,0.00003249188,0.0006891331,0.0000131378],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979761,0.0005840346,0.0006478838,0.00005664505,0.00001416847,0.00002055457,0.00009167301,0.00002530189,0.0005836551],"genre_scores_gemma":[0.9990458,0.00006597484,0.0005525305,0.00005065534,0.00001143174,0.00001131936,0.0001003657,0.000001814889,0.0001601099],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002206762,"threshold_uncertainty_score":0.01167059,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02916085188813677,"score_gpt":0.3223757501616324,"score_spread":0.2932148982734957,"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."}}