{"id":"W3017663683","doi":"10.1007/s10654-020-00633-4","title":"The Dementias Platform UK (DPUK) Data Portal","year":2020,"lang":"en","type":"article","venue":"European Journal of Epidemiology","topic":"Health, Environment, Cognitive Aging","field":"Environmental Science","cited_by":71,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"Economic and Social Research Council; Medical Research Council; Dementias Platform UK; Rosetrees Trust; Parkinson's UK; Engineering and Physical Sciences Research Council; National Institute for Health and Care Research; UK Research and Innovation; Wellcome Trust","keywords":"Medicine; Epidemiology; Public health; Internal medicine; Pathology","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":[0.006420423,0.0005731081,0.0009379368,0.003576302,0.0009238938,0.003957286,0.001821958,0.001369025,0.1007778],"category_scores_gemma":[0.02335042,0.0008580119,0.0005475425,0.004705136,0.0008536653,0.004683062,0.007599832,0.001144784,0.04838679],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00206019,"about_ca_system_score_gemma":0.006782827,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01247355,"about_ca_topic_score_gemma":0.01162316,"domain_scores_codex":[0.9952663,0.001343636,0.0008349147,0.0006635851,0.001335004,0.0005565957],"domain_scores_gemma":[0.9867291,0.003378964,0.001406257,0.00358226,0.002650371,0.002252951],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001480231,0.0001064969,0.01073435,0.001488392,0.00005394611,0.0008871072,0.001452689,0.0004531397,0.001368687,0.01640009,0.8293402,0.1362347],"study_design_scores_gemma":[0.0002047242,0.00008405599,0.007017674,0.0003707042,0.00002101622,0.0004687462,0.0004097826,0.0004456177,0.000877528,0.00517571,0.9848627,0.00006175468],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.04448105,0.004983116,0.04781678,0.01350115,0.001414447,0.002094125,0.5850296,0.04642505,0.2542548],"genre_scores_gemma":[0.1756692,0.004110603,0.06165409,0.004610885,0.0005329882,0.002606539,0.6080678,0.006402483,0.1363455],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1007778,"threshold_uncertainty_score":0.3371354,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1692215906361073,"score_gpt":0.3299777129001071,"score_spread":0.1607561222639997,"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."}}