{"id":"W4390195178","doi":"10.1002/alz.078802","title":"Refinement of Neurofilament light Dynamics in CSF and Blood for familial Alzheimer’s Disease","year":2023,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Epigenetics and DNA Methylation","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Cerebrospinal fluid; Internal medicine; Medicine; Body mass index; Cohort; Disease; Alzheimer's disease; Oncology; Gastroenterology","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":[0.001102164,0.0005515316,0.0003721407,0.001001712,0.0003141458,0.0007415772,0.0004522333,0.0003632606,0.001023159],"category_scores_gemma":[0.002362192,0.0001680013,0.000267654,0.0006052618,0.0001676329,0.0003792658,0.0003317695,0.0004541986,0.0002504727],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004411907,"about_ca_system_score_gemma":0.0004259108,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00455085,"about_ca_topic_score_gemma":0.006793789,"domain_scores_codex":[0.9996133,0.0001218551,0.00004120405,0.000107327,0.0000801163,0.00003617204],"domain_scores_gemma":[0.9991552,0.0001897952,0.0002604149,0.00008347799,0.0002165589,0.00009460061],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002164737,0.000239711,0.8909877,0.0001842091,0.0001678435,0.000327638,0.0003553632,0.0006215429,0.04079904,0.0002248092,0.001378463,0.06254894],"study_design_scores_gemma":[0.00006294149,0.000667177,0.9677431,0.00008496425,0.0001866138,0.0008092957,0.0003452235,0.005652299,0.01999396,0.0005997382,0.003826881,0.00002793616],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9893417,0.002799745,0.004739851,0.000199242,0.00006095383,0.00005450527,0.001443899,0.0001198428,0.001240142],"genre_scores_gemma":[0.9912488,0.0004935316,0.006801534,0.00007678616,0.00003416857,0.00007054915,0.0006599819,0.00002214616,0.0005924409],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00455085,"threshold_uncertainty_score":0.0090487,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02046525738809922,"score_gpt":0.2727796173064059,"score_spread":0.2523143599183066,"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."}}