{"id":"W2015167956","doi":"10.1136/jech-2014-205217.3","title":"REVIEW OF CARDIOVASCULAR DISEASE PRIMARY PREVENTION INTERVENTIONS IN LOW- AND MIDDLE-INCOME COUNTRIES","year":2014,"lang":"en","type":"article","venue":"Journal of Epidemiology & Community Health","topic":"Cardiovascular Health and Risk Factors","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Psychological intervention; Outreach; Disease; Population; Health promotion; Environmental health; Promotion (chess); Family medicine; Public health; Nursing; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.03464251,0.0001457239,0.002237749,0.0002824258,0.0001387783,0.00000180689,0.0001552835,0.0001016433,0.00001335023],"category_scores_gemma":[0.008619762,0.0001130399,0.001374587,0.0001823728,0.0002200874,0.00009369527,0.00008439399,0.001187163,0.000001347797],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002962458,"about_ca_system_score_gemma":0.0007775561,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001654073,"about_ca_topic_score_gemma":0.0002183457,"domain_scores_codex":[0.9886461,0.008531204,0.002162736,0.0001315252,0.0002180265,0.0003103422],"domain_scores_gemma":[0.995418,0.001774403,0.001109636,0.0008702359,0.0002881527,0.0005396273],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006062997,0.0007247298,0.5780206,0.3918613,0.001550927,0.00001561312,0.0003159211,0.000161146,5.449864e-7,0.0005151458,0.000642692,0.02558506],"study_design_scores_gemma":[0.001637914,0.0009261996,0.8190883,0.1581281,0.0005795801,0.0002016117,0.00005693254,0.00002262426,5.878935e-7,0.0007881635,0.01849402,0.00007589324],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.3863545,0.604912,0.002661733,0.00533897,0.0001897494,0.0004615282,0.000008815674,0.000007073581,0.00006564277],"genre_scores_gemma":[0.3692129,0.6239537,0.001540917,0.005124602,0.0001084261,0.000006513665,0.00002991283,0.00001307757,0.000009998767],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2410678,"threshold_uncertainty_score":0.9997311,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09221530052105129,"score_gpt":0.3966486918942247,"score_spread":0.3044333913731735,"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."}}