{"id":"W4224280061","doi":"10.1101/2022.04.18.22273987","title":"Association of Socioeconomic Disparities and Predisposing Factors with Higher Prevalence of Hypertension related Left Ventricular Hypertrophy in Males: a Malaysian Community-Based Study","year":2022,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Blood Pressure and Hypertension Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Universiti Teknologi MARA; Ministério da Ciência, Tecnologia e Inovação; McMaster University","keywords":"Left ventricular hypertrophy; Medicine; Socioeconomic status; Blood pressure; Demography; Internal medicine; Population; Cardiology; Gerontology; Environmental health","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.000308326,0.0002061748,0.0002022229,0.0006628156,0.0004053461,0.0004294661,0.0001925891,0.0002582508,0.001455925],"category_scores_gemma":[0.0005238329,0.0002300178,0.0002721668,0.0005628566,0.000174725,0.0003327882,0.0004258036,0.0003245472,0.0001769326],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002158477,"about_ca_system_score_gemma":0.0002683764,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007912976,"about_ca_topic_score_gemma":0.01050326,"domain_scores_codex":[0.999783,0.0000517657,0.00003000879,0.0000431299,0.00004344327,0.00004863402],"domain_scores_gemma":[0.9996223,0.00003343213,0.0001501933,0.00002332793,0.00004886236,0.0001218537],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001728492,0.00003247106,0.9992927,0.000005497624,0.00001758327,0.00003888124,0.00008139003,0.000004993251,0.00008136714,0.00000742254,0.00003420573,0.0003861265],"study_design_scores_gemma":[0.000001525441,0.00004790071,0.9993845,0.000006145685,0.000009252314,0.0001091099,0.0002920597,0.00006681186,0.00001906964,0.000007033502,0.00005465432,0.000001888775],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995593,0.00007622281,0.00002334343,0.00002421052,0.000002396579,0.000005357706,0.0001289464,6.169573e-7,0.0001795619],"genre_scores_gemma":[0.9997476,0.00005081217,0.0000273825,0.00001525217,0.000003983307,0.000003135722,0.00007947075,3.270699e-7,0.00007215339],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007912976,"threshold_uncertainty_score":0.01573384,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03247092675704602,"score_gpt":0.249834812682784,"score_spread":0.2173638859257379,"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."}}