{"id":"W1984400731","doi":"10.1186/1471-2458-13-160","title":"Feasibility of community-based screening for cardiovascular disease risk in an ethnic community: the South Asian Cardiovascular Health Assessment and Management Program (SA-CHAMP)","year":2013,"lang":"en","type":"article","venue":"BMC Public Health","topic":"Health Promotion and Cardiovascular Prevention","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services; Libin Cardiovascular Institute of Alberta; University of Calgary","funders":"","keywords":"Medicine; Blood pressure; Biostatistics; McNemar's test; Referral; Ethnic group; Risk factor; Population; Epidemiology; Internal medicine; Family medicine; Gerontology; Physical therapy; Demography; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.08227589,0.0003517091,0.00138787,0.0003688099,0.001282372,0.00009960251,0.0003888086,0.0001435936,0.0000121022],"category_scores_gemma":[0.0003024211,0.0002868014,0.001625654,0.0007540841,0.0002507219,0.0002670023,0.0001986099,0.001541959,0.000002208257],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007235532,"about_ca_system_score_gemma":0.001951756,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008242548,"about_ca_topic_score_gemma":0.0008931684,"domain_scores_codex":[0.9573511,0.03893994,0.001163937,0.0004719134,0.001100436,0.0009727119],"domain_scores_gemma":[0.9939727,0.0002224123,0.0004016364,0.003686677,0.0003822038,0.001334409],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0000352383,0.001843473,0.08414687,0.009696147,0.001317825,0.000001577222,0.003637207,0.0004217643,1.559484e-7,0.0001570732,0.00004873587,0.8986939],"study_design_scores_gemma":[0.006377052,0.001113836,0.9720857,0.0003900708,0.0002909344,0.000007124976,0.01081944,0.003907938,2.479305e-7,0.0002611249,0.004534573,0.0002119704],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4571241,0.00672194,0.504746,0.008050096,0.0001230209,0.02275944,0.0001005197,0.0002560221,0.0001188652],"genre_scores_gemma":[0.9711719,0.0006623053,0.02312881,0.00167656,0.00006964098,0.00260015,0.0006171609,0.00006400482,0.000009452895],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.898482,"threshold_uncertainty_score":0.9999584,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2052632063698081,"score_gpt":0.4241593785907827,"score_spread":0.2188961722209746,"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."}}