{"id":"W6958266636","doi":"10.60692/fczs2-bbt19","title":"Prevalence and Factors Associated with Prehypertension and Hypertension Among Adults: Baseline Findings of PURE Malaysia Cohort Study","year":2023,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Blood Pressure and Hypertension Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hamilton Health Sciences; McMaster University; Population Health Research Institute","funders":"","keywords":"Prehypertension; Blood pressure; Overweight; Comorbidity; Family history; Diabetes mellitus; Odds; Unemployment; Odds ratio; Obesity","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":[0.0006285027,0.0003464975,0.0003541837,0.0006218295,0.0004587106,0.0006307819,0.0003212399,0.0004397159,0.0009813448],"category_scores_gemma":[0.0009342457,0.0006093319,0.000518078,0.0008356574,0.0001540584,0.0006159504,0.0005117877,0.0007062019,0.0003487878],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003954504,"about_ca_system_score_gemma":0.0005477906,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01743506,"about_ca_topic_score_gemma":0.02355423,"domain_scores_codex":[0.9996885,0.00005054514,0.00005884413,0.00008005557,0.00006196453,0.00006006856],"domain_scores_gemma":[0.9994369,0.00003318171,0.0001934558,0.00005269475,0.000107496,0.0001762795],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003284937,0.00004325881,0.9991915,0.000009824716,0.00002578263,0.00004384611,0.0001243437,0.000007406783,0.00009283584,0.000005468179,0.00006909127,0.0003537348],"study_design_scores_gemma":[0.000002553043,0.0000545923,0.9993412,0.000006963539,0.00001591201,0.0001285266,0.0002917533,0.00004665392,0.00001887179,0.000004596482,0.00008563384,0.00000271965],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982169,0.0001863688,0.0000576362,0.00004763395,0.000005732842,0.00002600033,0.001177079,0.000002338814,0.0002802084],"genre_scores_gemma":[0.9984587,0.0001927196,0.0001319163,0.00004384698,0.000006806905,0.00002913066,0.0007834502,0.000001752906,0.0003516502],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01743506,"threshold_uncertainty_score":0.03466719,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03178627961054825,"score_gpt":0.2114920862426885,"score_spread":0.1797058066321403,"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."}}