{"id":"W2272448477","doi":"10.1159/000443707","title":"Cardiovascular and Cognitive Health Study in Middle-Aged and Elderly Residents of Beijing(CCHS-Beijing): Design and Rationale","year":2016,"lang":"en","type":"article","venue":"Neuroepidemiology","topic":"Cardiovascular Health and Disease Prevention","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Washington University in St. Louis","keywords":"Medicine; Montreal Cognitive Assessment; Subclinical infection; Cognitive decline; Dementia; Left ventricular hypertrophy; Internal medicine; Dyslipidemia; Beijing; Population; Asymptomatic; Physical therapy; Disease; Blood pressure; Gerontology; Cardiology; Environmental health; China","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002765842,0.0001516369,0.0008797023,0.0001878961,0.00007248649,0.000003945157,0.0000290238,0.0000806524,0.000005523424],"category_scores_gemma":[0.002439874,0.0001174903,0.0001273227,0.0001041258,0.000155372,0.00007354425,0.00005919794,0.0001422915,0.000001148571],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002704841,"about_ca_system_score_gemma":0.0001397136,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003598006,"about_ca_topic_score_gemma":0.0001091533,"domain_scores_codex":[0.9961821,0.002285743,0.0005449616,0.0005096301,0.000185704,0.0002918422],"domain_scores_gemma":[0.9978764,0.001416341,0.0001394557,0.0002324719,0.0000682214,0.0002670881],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001222147,0.0001815569,0.9437093,0.0004331807,0.0003947637,0.0001059382,0.0003103899,0.000008064458,0.0004173137,0.00004621077,0.00009696407,0.05307422],"study_design_scores_gemma":[0.007496046,0.0009757603,0.9899344,0.0002969727,0.0002725272,0.0001642088,0.0001824566,0.00004291773,0.00001771444,0.0004983714,0.00003334733,0.0000852536],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9737665,0.01819089,0.005317651,0.0008862477,0.00006126149,0.001734115,0.000008469578,0.00001766205,0.0000171904],"genre_scores_gemma":[0.9958584,0.002810303,0.0004153048,0.0007481886,0.00004921299,0.00007378141,0.00000674075,0.00001548514,0.00002262182],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05298897,"threshold_uncertainty_score":0.4791116,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07299947519884749,"score_gpt":0.3356494927635402,"score_spread":0.2626500175646927,"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."}}