{"id":"W4390198342","doi":"10.1002/alz.081848","title":"Neuroinflammatory biomarkers in neurodegenerative disease: Insights from the ONDRI Cohort","year":2023,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Neuroinflammation and Neurodegeneration Mechanisms","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Robarts Clinical Trials; Sunnybrook Health Science Centre; Queen's University; Sunnybrook Hospital; University Health Network; Occupational Cancer Research Centre; Health Sciences Centre; Baycrest Hospital; University of Ottawa; Ontario Brain Institute; Western University; University of Toronto","funders":"","keywords":"Neurodegeneration; Montreal Cognitive Assessment; Biomarker; Neuroinflammation; Medicine; Internal medicine; Glial fibrillary acidic protein; Astrogliosis; Neuroprotection; Pathology; Cohort; Neurology; Receiver operating characteristic; Dementia; Neuroscience; Psychology; Nuclear medicine; Disease; Chemistry; Immunohistochemistry; Biochemistry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0009246133,0.0005152109,0.0008500508,0.001091798,0.001251367,0.0009608622,0.0008561034,0.0004384471,0.00186784],"category_scores_gemma":[0.002196138,0.0003725722,0.0007372178,0.001996629,0.0003882154,0.000411969,0.001280145,0.0005815416,0.0003683173],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001612556,"about_ca_system_score_gemma":0.001545313,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3355843,"about_ca_topic_score_gemma":0.4295048,"domain_scores_codex":[0.999263,0.00007422534,0.00006368624,0.0002601955,0.0001819591,0.0001568238],"domain_scores_gemma":[0.9990423,0.0000735295,0.0002737048,0.0002386339,0.0002350678,0.000136656],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000283061,0.00002264838,0.9939826,0.00002598112,0.0002056419,0.0002261747,0.0005565109,0.00008397228,0.0007140713,0.0001441304,0.001377243,0.002377891],"study_design_scores_gemma":[0.000009460737,0.00001410735,0.9981222,0.00001285915,0.00008667856,0.0001922278,0.0002395702,0.0001243829,0.00005491024,0.00006051335,0.001075587,0.000007582344],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9873066,0.0007239757,0.0003330761,0.0001910138,0.00001459144,0.00002585492,0.009748831,0.00001346204,0.001642647],"genre_scores_gemma":[0.9915367,0.0002793781,0.0003126554,0.00005579383,0.00001993768,0.00003869144,0.006747266,0.0000203163,0.000989265],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3355843,"threshold_uncertainty_score":0.667262,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03927663760089115,"score_gpt":0.2620190450261496,"score_spread":0.2227424074252584,"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."}}