{"id":"W4242020365","doi":"10.21203/rs.2.21056/v3","title":"Demographic, Behavioral, and Cardiovascular Disease Risk Factors in the Saudi Population: Results from the Prospective Urban Rural Epidemiology study (PURE-Saudi)","year":2020,"lang":"en","type":"preprint","venue":"Research Square","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; Population Health Research Institute","funders":"Saudi Heart Association; King Saud University","keywords":"Epidemiology; Behavioral risk; Environmental health; Rural population; Disease; Medicine; Geography; Population; Prospective cohort study; Gerontology; Demography; Surgery; Pathology; Sociology","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":[0.0005972181,0.0004122383,0.0002094804,0.0006761202,0.0003485189,0.0004818157,0.0003360233,0.000406135,0.001390849],"category_scores_gemma":[0.001486017,0.0003797297,0.0004289931,0.001081301,0.0001381048,0.0003551758,0.0004916342,0.0004668,0.0003599191],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003619925,"about_ca_system_score_gemma":0.0004661988,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04943782,"about_ca_topic_score_gemma":0.04497934,"domain_scores_codex":[0.999727,0.000105964,0.00003388849,0.00003894416,0.00004556717,0.00004871275],"domain_scores_gemma":[0.9992952,0.00007624061,0.0002172595,0.00006150762,0.0001693567,0.0001802781],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001498142,0.00006510508,0.9980825,0.00000865577,0.00005122736,0.00002782053,0.0001699166,0.0000263585,0.0001516125,0.0000106823,0.000225401,0.001030993],"study_design_scores_gemma":[0.000009908482,0.00005076117,0.9993586,0.000002931946,0.00002303591,0.00003818525,0.0002945193,0.0000720877,0.00002235939,0.000004777663,0.0001203997,0.000002405399],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982766,0.0000835086,0.00003682674,0.00004615924,0.000004476819,0.00001031198,0.001331681,0.000002013848,0.0002084296],"genre_scores_gemma":[0.996577,0.0001718382,0.0001112801,0.000060382,0.00001367769,0.0000245975,0.00238223,0.000003112136,0.0006558497],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04943782,"threshold_uncertainty_score":0.0983001,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1025190779722354,"score_gpt":0.3975718200805234,"score_spread":0.295052742108288,"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."}}