{"id":"W4401412017","doi":"10.1101/2024.08.08.24311409","title":"Plasma glial fibrillary acidic protein and neurofilament light chain in behavioural variant frontotemporal dementia and primary psychiatric disorders","year":2024,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Amyotrophic Lateral Sclerosis Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Frontotemporal dementia; Glial fibrillary acidic protein; Bipolar disorder; Internal medicine; Cohort; Medicine; Psychology; Gastroenterology; Psychiatry; Dementia; Oncology; Pathology; Disease; Mood; Immunohistochemistry","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0009014476,0.0004804801,0.0004470017,0.00137992,0.0004298189,0.0006632247,0.0002547151,0.0006033864,0.001338612],"category_scores_gemma":[0.002730292,0.0002556959,0.0003277505,0.0005884487,0.0003235996,0.0003049108,0.0004033812,0.0004566048,0.0002503235],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004135748,"about_ca_system_score_gemma":0.0002405708,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007445577,"about_ca_topic_score_gemma":0.008658431,"domain_scores_codex":[0.9996157,0.0001156287,0.0000492717,0.00007787033,0.00009760042,0.00004401612],"domain_scores_gemma":[0.998929,0.0002673723,0.0004178705,0.0000349892,0.000152719,0.0001981816],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004983182,0.00004258936,0.9955465,0.00002500347,0.00008198072,0.0001983872,0.00006324602,0.00005253099,0.0008137276,0.00001211797,0.00008855965,0.002577144],"study_design_scores_gemma":[0.000007999539,0.00008399269,0.9988651,0.00001053773,0.00002010121,0.0005265767,0.00006988553,0.0002302231,0.00009477124,0.00003422489,0.00005392075,0.000002587917],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981248,0.0009443855,0.0001324088,0.00004983952,0.0000130854,0.000008322208,0.0001398753,0.00001104864,0.0005762599],"genre_scores_gemma":[0.9994656,0.0001010366,0.000202012,0.00001845186,0.000007113296,0.000004398906,0.0001002183,8.714309e-7,0.0001002405],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007445577,"threshold_uncertainty_score":0.01480448,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01696183999614974,"score_gpt":0.2591670416860616,"score_spread":0.2422052016899118,"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."}}