{"id":"W4285291721","doi":"10.4236/ojepi.2022.123018","title":"Investigating Trend in Cardiovascular Disease Mortality and Its Association with Obesity in the Gulf Cooperative Council (GCC) Countries from 1990 to 2019","year":2022,"lang":"en","type":"article","venue":"Open Journal of Epidemiology","topic":"Global Public Health Policies and Epidemiology","field":"Business, Management and Accounting","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Obesity; Demography; Disease; Stroke (engine); Mortality rate; Cause of death; Environmental health; 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":[0.03302852,0.0001642171,0.00097501,0.0001214856,0.0003056545,0.00008447863,0.0006057885,0.00006785775,0.00008495707],"category_scores_gemma":[0.016753,0.000111512,0.00008196136,0.000493737,0.00006407438,0.0006816525,0.0004539234,0.0005522178,0.000006810228],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005916098,"about_ca_system_score_gemma":0.0004020971,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06467878,"about_ca_topic_score_gemma":0.009619859,"domain_scores_codex":[0.9959187,0.001869754,0.001004858,0.0002962472,0.0004205703,0.0004899007],"domain_scores_gemma":[0.9962108,0.002242607,0.0009336621,0.0002384438,0.0002994105,0.00007515225],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000974691,0.00004778965,0.8250667,0.00002041452,0.0001322551,0.00003507296,0.0003622865,0.06915769,0.000001497702,0.007374729,0.0976202,0.0000839198],"study_design_scores_gemma":[0.0008576459,0.0000625098,0.5738649,0.00004026854,0.00007828689,0.00000794004,0.0009542959,0.002693344,9.411097e-8,0.003862572,0.4174542,0.0001240076],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9280246,0.001982843,0.00004252067,0.06852756,0.0002099562,0.0004522102,0.0000596606,0.00000379184,0.0006968796],"genre_scores_gemma":[0.925414,0.0001504418,0.0001406195,0.0737051,0.0004672459,0.00005123061,0.00003611792,0.00001010866,0.00002518516],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.319834,"threshold_uncertainty_score":0.9957006,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1227105571502117,"score_gpt":0.3350148106094966,"score_spread":0.2123042534592848,"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."}}