{"id":"W3146125287","doi":"10.21203/rs.2.18184/v1","title":"The Local Burden of Disease for Non-Rheumatic-Acquired Valvular Heart disease in Iran, North Africa and Middle East from 1990 to 2017: Findings from a Sub-Analysis of the Global Burden of Disease Study 2017","year":2019,"lang":"en","type":"preprint","venue":"Research Square (Research Square)","topic":"Global Health and Epidemiology","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"Institute for Health Metrics and Evaluation; Iran University of Medical Sciences; Bill and Melinda Gates Foundation","keywords":"Medicine; Middle East; Incidence (geometry); Years of potential life lost; Demography; Disease; Mortality rate; Burden of disease; Disease burden; valvular heart disease; Environmental health; Life expectancy; Population; Geography; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001222036,0.0005292448,0.0005698378,0.002043958,0.0003877475,0.0005838981,0.0005306223,0.0002696424,0.0007523467],"category_scores_gemma":[0.001573857,0.0002573409,0.001635982,0.003711723,0.0002920083,0.0006007254,0.0009603479,0.0005955364,0.00017487],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008493035,"about_ca_system_score_gemma":0.001436388,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03322203,"about_ca_topic_score_gemma":0.03934494,"domain_scores_codex":[0.999428,0.0001101379,0.0001033737,0.0001021103,0.0001350076,0.0001213846],"domain_scores_gemma":[0.9992091,0.00006130322,0.0003729756,0.00003619302,0.0001993844,0.0001210382],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000745313,0.00001947438,0.9937191,0.0001785076,0.0003101437,0.00007792644,0.0003326363,0.0001106653,0.00005952288,0.00003582775,0.001395398,0.003686236],"study_design_scores_gemma":[0.000009139977,0.00002131052,0.9980175,0.00005220176,0.0001492342,0.0001036417,0.0008090427,0.00009913828,0.00002506639,0.00002709824,0.000681432,0.000005089211],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9819677,0.003988647,0.0001447525,0.0005203456,0.00006945046,0.00005353834,0.01239379,0.00001225179,0.0008495623],"genre_scores_gemma":[0.9888075,0.001894137,0.000240344,0.0001216667,0.00006139152,0.00008440152,0.008623293,0.000004857652,0.0001624008],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03322203,"threshold_uncertainty_score":0.06605726,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2503095312242249,"score_gpt":0.491296342728522,"score_spread":0.240986811504297,"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."}}