{"id":"W4415960584","doi":"10.1038/s41598-025-22667-y","title":"Glial and neuronal cell-free DNA in plasma of sporadic bvFTD and late onset primary psychiatric disease patients","year":2025,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Cancer Genomics and Diagnostics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Neurological Institute and Hospital; McGill University; Douglas Mental Health University Institute","funders":"","keywords":"Glial fibrillary acidic protein; Frontotemporal dementia; Disease; Cell-free fetal DNA; Alzheimer's disease; Receiver operating characteristic; Dementia; Bisulfite sequencing","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":[0.0003260768,0.0002613485,0.0003059559,0.001064233,0.0003743899,0.0005182113,0.0001834771,0.0006524303,0.001019473],"category_scores_gemma":[0.002177482,0.0002091097,0.0001493731,0.0004541553,0.0003106724,0.00023625,0.0002410875,0.00027544,0.000287375],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003374192,"about_ca_system_score_gemma":0.0001625771,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002575835,"about_ca_topic_score_gemma":0.001657265,"domain_scores_codex":[0.9996809,0.00006293294,0.00003380391,0.0001169358,0.0000682216,0.00003726425],"domain_scores_gemma":[0.9995642,0.0001749107,0.0001040175,0.00002647712,0.00006607647,0.00006421126],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001616819,0.00009142185,0.9709522,0.00004797255,0.00007361661,0.002126173,0.0008170495,0.0001330898,0.01488247,0.00008691347,0.0001810426,0.008991325],"study_design_scores_gemma":[0.00005246688,0.0007300486,0.9883735,0.00002120377,0.00005292995,0.006472148,0.000780137,0.0006519855,0.001952545,0.0002132326,0.0006866817,0.00001328508],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992969,0.0002445567,0.00009972184,0.00001726876,0.000004409612,0.000004377617,0.0001198527,0.000004184072,0.0002086992],"genre_scores_gemma":[0.9994015,0.00009451426,0.0001485768,0.00002626234,0.00000634202,0.000007218115,0.0001871925,0.000002111747,0.0001264355],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002575835,"threshold_uncertainty_score":0.005121648,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002673788946410269,"score_gpt":0.1955914113004087,"score_spread":0.1929176223539985,"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."}}