{"id":"W4296745155","doi":"10.3390/ijerph191911863","title":"High Urban-Rural Inequities of Abdominal Obesity in Malawi: Insights from the 2009 and 2017 Malawi Noncommunicable Disease Risk Factors Surveys","year":2022,"lang":"en","type":"article","venue":"International Journal of Environmental Research and Public Health","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"Fonds de Recherche du Québec - Santé","keywords":"Environmental health; Obesity; Abdominal obesity; Non-communicable disease; Disease; Medicine; Rural area; Geography; Metabolic syndrome; Pathology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001820153,0.0002761384,0.000319843,0.0008978748,0.0006403899,0.0007790308,0.0004143402,0.0002880784,0.001259533],"category_scores_gemma":[0.003384047,0.0002628383,0.0004563461,0.001745894,0.0005143748,0.0008627401,0.001927529,0.0007793657,0.0001367241],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001054981,"about_ca_system_score_gemma":0.001421307,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09630228,"about_ca_topic_score_gemma":0.1492766,"domain_scores_codex":[0.9986644,0.0006534305,0.00009089507,0.0001049347,0.0001238889,0.000362337],"domain_scores_gemma":[0.9986705,0.0002286838,0.0006145179,0.00006549265,0.000247294,0.0001735221],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004895246,0.00005075931,0.9836676,0.0001737052,0.000118386,0.0001269999,0.003378293,0.0001201967,0.0001843752,0.0003089015,0.00174493,0.01007689],"study_design_scores_gemma":[0.000003175877,0.00002007742,0.9959804,0.0001023141,0.00002931535,0.00009016959,0.002145637,0.0002062113,0.00004654702,0.00007798431,0.001291975,0.00000606747],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9913446,0.002119298,0.0004345809,0.001818996,0.00001959963,0.0000639606,0.003154405,0.000006118487,0.001038517],"genre_scores_gemma":[0.9972245,0.0009362727,0.000314038,0.0003028221,0.0000238288,0.00006803319,0.0009329205,0.000003585116,0.0001941023],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09630228,"threshold_uncertainty_score":0.1914834,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06323387991372201,"score_gpt":0.34864015338244,"score_spread":0.2854062734687181,"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."}}