{"id":"W2126400671","doi":"10.1016/s0140-6736(13)62189-3","title":"The state of health in the Arab world, 1990–2010: an analysis of the burden of diseases, injuries, and risk factors","year":2014,"lang":"en","type":"article","venue":"The Lancet","topic":"Global Health and Epidemiology","field":"Health Professions","cited_by":354,"is_retracted":false,"has_abstract":false,"ca_institutions":"Public Health Agency of Canada","funders":"","keywords":"Life expectancy; Medicine; Disease burden; Environmental health; Demography; Geography; Socioeconomics; Population","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":[0.0009445002,0.0004463553,0.0003258205,0.003033388,0.0003474488,0.000939848,0.0004859989,0.0005982162,0.001195297],"category_scores_gemma":[0.001868997,0.0002811669,0.0008577389,0.008698411,0.0004136129,0.0009891575,0.0008793029,0.0006863428,0.0003244133],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00198086,"about_ca_system_score_gemma":0.00183041,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1246604,"about_ca_topic_score_gemma":0.1613926,"domain_scores_codex":[0.9993861,0.0001263449,0.0001332856,0.00008267725,0.0001370356,0.0001345573],"domain_scores_gemma":[0.9987043,0.0001569321,0.0005593369,0.00003537445,0.0004011373,0.0001429472],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001547532,0.00003850952,0.9853757,0.0002736405,0.0004003484,0.00009941226,0.000788644,0.000360077,0.0001542777,0.0002019581,0.00339428,0.008758388],"study_design_scores_gemma":[0.000002615249,0.000024568,0.9967585,0.00005786471,0.00004932914,0.00008071632,0.001283816,0.000171753,0.00002923101,0.0000376905,0.001497261,0.000006704717],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9546423,0.01078716,0.0001765953,0.001714199,0.0001205198,0.00002595629,0.02897027,0.00002301434,0.003539907],"genre_scores_gemma":[0.9821338,0.006339408,0.000189648,0.0001622404,0.00005933514,0.00002463733,0.0106582,0.000003754537,0.000428957],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1246604,"threshold_uncertainty_score":0.2478697,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06281365612032308,"score_gpt":0.4184632719409103,"score_spread":0.3556496158205872,"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."}}