{"id":"W3012005832","doi":"10.3233/jad-191254","title":"Cerebrospinal Fluid Biomarkers in Cerebral Amyloid Angiopathy","year":2020,"lang":"en","type":"article","venue":"Journal of Alzheimer s Disease","topic":"Intracerebral and Subarachnoid Hemorrhage Research","field":"Medicine","cited_by":71,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Engineering and Physical Sciences Research Council; Dementias Platform UK; Medical Research Council; Versus Arthritis; UK Dementia Research Institute; Vetenskapsrådet; Wolfson Foundation; Stroke Association; European Commission; University College London Hospitals NHS Foundation Trust; Rosetrees Trust; British Heart Foundation; University College London; Weston Brain Institute; National Institute for Health and Care Research; Brain Research UK","keywords":"Cerebral amyloid angiopathy; Cerebrospinal fluid; Pathology; Medicine; Amyloid (mycology); Angiopathy; Dementia; Disease; Endocrinology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003372463,0.0002053179,0.0004875894,0.00027591,0.00005571555,0.00004051087,0.0002155701,0.00008045397,0.0007715465],"category_scores_gemma":[0.0003018839,0.0001601479,0.0004181559,0.0005139654,0.0001085691,0.0002869982,0.00006918828,0.0005556864,0.0001162541],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006376566,"about_ca_system_score_gemma":0.0005978341,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001318048,"about_ca_topic_score_gemma":9.514466e-7,"domain_scores_codex":[0.9978046,0.00009142853,0.0006835991,0.0002350136,0.000747729,0.0004375964],"domain_scores_gemma":[0.9978955,0.00002764636,0.0001838828,0.000193444,0.0002559112,0.001443579],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.03154422,0.002650403,0.7499149,0.0008384909,0.002842044,0.02974553,0.001763793,0.0001175498,0.03640512,0.0004768146,0.03954803,0.1041531],"study_design_scores_gemma":[0.01507608,0.004155691,0.918627,0.000637409,0.002654772,0.001040965,0.001154266,0.03753012,0.01507414,0.0004413666,0.002709913,0.0008982266],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9633389,0.01265879,0.00008428626,0.02264392,0.0001771123,0.0003083713,0.00001636608,0.00002402856,0.0007482094],"genre_scores_gemma":[0.9954903,0.00007984747,0.0016341,0.001974991,0.0007504403,0.000003998289,0.000007858132,0.00003210294,0.00002641952],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1687122,"threshold_uncertainty_score":0.8447893,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03407113533535457,"score_gpt":0.293529872605543,"score_spread":0.2594587372701884,"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."}}