{"id":"W2128581044","doi":"10.1001/jamaneurol.2013.1321","title":"White Matter Hyperintensities and Cerebral Amyloidosis","year":2013,"lang":"en","type":"article","venue":"JAMA Neurology","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":194,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute on Aging; National Institutes of Health; Genentech; IXICO; Canadian Institutes of Health Research; University of California, Los Angeles; Servier; Eisai; Northern California Institute for Research and Education; University of California, San Diego; Pfizer; Biogen; BioClinica; Alzheimer's Association; Amorfix Life Sciences; F. Hoffmann-La Roche; Medpace; AstraZeneca; Eli Lilly and Company; Bristol-Myers Squibb; Bayer HealthCare; Meso Scale Diagnostics; Alzheimer's Disease Neuroimaging Initiative; Novartis Pharmaceuticals Corporation; Synarc","keywords":"Neuroimaging; Pittsburgh compound B; Hyperintensity; Dementia; Positron emission tomography; Magnetic resonance imaging; Cardiology; Psychology; Alzheimer's disease; Cognitive decline; Internal medicine; Alzheimer's Disease Neuroimaging Initiative; Medicine; Disease; Neuroscience; Radiology","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00005826669,0.0000887127,0.0001560351,0.00009379131,0.00003944518,0.00004449647,0.00003967242,0.0000853148,0.004732247],"category_scores_gemma":[0.00002731826,0.00007075236,0.00003411125,0.00005216027,0.0001213814,0.0001043161,0.00009293041,0.0002653032,0.001234003],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003654738,"about_ca_system_score_gemma":0.0000121752,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008139807,"about_ca_topic_score_gemma":0.000003404238,"domain_scores_codex":[0.9992297,0.0000598661,0.0001061435,0.0002090804,0.0001147033,0.0002804635],"domain_scores_gemma":[0.9995945,0.00003584034,0.0000181582,0.000127579,0.0001095405,0.0001143885],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001207777,0.00003889525,0.9761267,0.00002519548,0.00002199339,0.00005294281,0.00006902117,3.631417e-8,0.001513967,0.00003216591,0.01873948,0.003258843],"study_design_scores_gemma":[0.0009320569,0.0006692294,0.9929088,0.000004350482,0.00002081205,0.0004286507,0.00009286021,0.0001044649,0.0004213433,0.0001891727,0.004171391,0.0000568904],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9141907,0.00002870872,0.00001129369,0.06136379,0.00007029248,0.0002390289,0.000001572238,0.00002746529,0.02406713],"genre_scores_gemma":[0.9593905,0.00002201925,0.00004878278,0.03543258,0.0001225051,0.00005211489,0.000004945672,0.00001324932,0.004913269],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04519981,"threshold_uncertainty_score":0.9995437,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009182102850095667,"score_gpt":0.2426925102251549,"score_spread":0.2335104073750592,"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."}}