{"id":"W2101058779","doi":"10.5539/gjhs.v5n4p126","title":"Health-Risk Factors and the Prevalence of Hypertension: Cross-Sectional Findings from a National Cohort of 87 143 Thai Open University Students","year":2013,"lang":"en","type":"article","venue":"Global Journal of Health Science","topic":"Blood Pressure and Hypertension Studies","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Medical Research Council; National Health and Medical Research Council; Khon Kaen University; Wellcome Trust","keywords":"Medicine; Body mass index; Cross-sectional study; Socioeconomic status; Cohort; Demography; Confounding; Cohort study; Odds ratio; Odds; Environmental health; Alcohol consumption; Gerontology; Logistic regression; Internal medicine; Population; Alcohol","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006996371,0.0002742224,0.0003421762,0.0007497882,0.0006958615,0.0006717687,0.000291459,0.0003719149,0.001233752],"category_scores_gemma":[0.001195716,0.0005424998,0.0004758764,0.001119375,0.0002933569,0.0005118223,0.0006585437,0.000537015,0.0003377068],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003068536,"about_ca_system_score_gemma":0.0003652204,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01794208,"about_ca_topic_score_gemma":0.01846414,"domain_scores_codex":[0.9995849,0.00009860002,0.00005665785,0.00007825145,0.0001056764,0.00007606005],"domain_scores_gemma":[0.9988406,0.000164233,0.0003386844,0.00009998945,0.0001796773,0.000376911],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004914956,0.00006400677,0.9988461,0.0000078699,0.00003422959,0.00005277274,0.0002817214,0.00001241496,0.0001462349,0.000003121606,0.00004741172,0.0004550406],"study_design_scores_gemma":[0.000005620017,0.0001139412,0.9990852,0.000003960886,0.0000193967,0.0001375732,0.0004604947,0.00006612774,0.00003231423,0.000003249045,0.00006962004,0.000002589542],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994234,0.00003606168,0.00004208722,0.000007671058,0.000002372524,0.00001341767,0.0003321627,0.00000126234,0.0001416513],"genre_scores_gemma":[0.9991488,0.00007064642,0.0000708818,0.00001994721,0.000004954772,0.00002392465,0.0005218314,0.00000151313,0.0001374402],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01794208,"threshold_uncertainty_score":0.03567529,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05586376598664586,"score_gpt":0.3531845174527388,"score_spread":0.2973207514660929,"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."}}