{"id":"W4416581691","doi":"10.1177/13872877251392185","title":"Plasma biomarkers in neuropsychiatric syndromes: A narrative review","year":2025,"lang":"en","type":"article","venue":"Journal of Alzheimer s Disease","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Sunnybrook Health Science Centre; Hotchkiss Brain Institute; St. Michael's Hospital; University of Calgary","funders":"Cumming School of Medicine, University of Calgary","keywords":"Narrative review; Disease; Biomarker; Frontotemporal dementia; Cognition; Dementia; Molecular biomarkers; Cognitive decline; Systematic review","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002174688,0.0009537321,0.001930708,0.007054871,0.0004010551,0.001995374,0.0009923734,0.001451834,0.003811779],"category_scores_gemma":[0.01176134,0.0003740152,0.001695517,0.006708513,0.0005380341,0.001856622,0.001039306,0.00105457,0.000620821],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001209443,"about_ca_system_score_gemma":0.003913342,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002305072,"about_ca_topic_score_gemma":0.003749732,"domain_scores_codex":[0.998678,0.0003558058,0.0005428164,0.0001442228,0.0002312114,0.00004785918],"domain_scores_gemma":[0.9906464,0.006970722,0.001358318,0.0001096339,0.0008103339,0.0001046429],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002145187,0.00003774421,0.0008850368,0.5461349,0.001133841,0.0004518569,0.0004009347,0.0002001829,0.0003528724,0.002395347,0.02525722,0.4225354],"study_design_scores_gemma":[0.00007534268,0.0001593593,0.004501449,0.5950437,0.005917883,0.003146766,0.0004478438,0.000109894,0.0002528324,0.002149018,0.3881428,0.00005308015],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00009522168,0.9991956,0.00003611206,0.0002625599,0.0001294214,0.00001170057,0.00004551533,0.000002305605,0.0002215069],"genre_scores_gemma":[0.001184662,0.9979906,0.0001445349,0.0003416017,0.0001858528,0.00002809554,0.00004518309,0.000001022243,0.00007845511],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.007054871,"threshold_uncertainty_score":0.01275164,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02189465406896295,"score_gpt":0.3558155034081892,"score_spread":0.3339208493392262,"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."}}