{"id":"W2796827135","doi":"10.3233/jad-170887","title":"Bi-directional Association of Cerebrospinal Fluid Immune Markers with Stage of Alzheimer’s Disease Pathogenesis","year":2018,"lang":"en","type":"article","venue":"Journal of Alzheimer s Disease","topic":"Neuroinflammation and Neurodegeneration Mechanisms","field":"Neuroscience","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Douglas Mental Health University Institute","funders":"National Institute of Neurological Disorders and Stroke; National Institute on Aging; Canadian Institutes of Health Research","keywords":"Pathogenesis; Cerebrospinal fluid; Dementia; Stage (stratigraphy); Disease; Immune system; Medicine; Cohort; Pathology; Alzheimer's disease; Neuroimaging; Amyloid (mycology); Immunology; Biology; Psychiatry","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":[0.001310805,0.0002543414,0.0002624234,0.001089043,0.0003030829,0.0006361191,0.0002957597,0.0004241463,0.0009374879],"category_scores_gemma":[0.002830693,0.0002520692,0.0002535327,0.0006343775,0.0003146923,0.0003612245,0.0005747374,0.0004364519,0.0002454626],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001383922,"about_ca_system_score_gemma":0.0001833687,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001098996,"about_ca_topic_score_gemma":0.00173452,"domain_scores_codex":[0.9993132,0.0001995191,0.00009801275,0.0001904105,0.000117899,0.00008086079],"domain_scores_gemma":[0.9970133,0.0007066427,0.001197012,0.0003507679,0.0004233418,0.0003088846],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003121371,0.00001395976,0.9958423,0.000007498734,0.00003796546,0.00003433185,0.00006586873,0.00002535821,0.002322288,0.00001386671,0.00002761814,0.001296833],"study_design_scores_gemma":[0.000002825323,0.00004508849,0.9994673,0.00000182756,0.000009073764,0.0001121911,0.00003517767,0.0000577768,0.0001923402,0.00002302397,0.00005124499,0.000002178372],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990416,0.0003309252,0.0001387828,0.00001779424,0.000004060598,0.000005907572,0.0001065728,0.00000451712,0.0003497515],"genre_scores_gemma":[0.9993641,0.00008330581,0.0001958457,0.00001166815,0.000005746385,0.000005482947,0.000174143,0.000002737553,0.0001569669],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001310805,"threshold_uncertainty_score":0.006932318,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02903315753240096,"score_gpt":0.2672312346710374,"score_spread":0.2381980771386364,"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."}}