{"id":"W6939011869","doi":"10.60692/xqfgt-gxx50","title":"Changes in the burden and underlying causes of heart failure in the Eastern Mediterranean Region, 1990–2019: an analysis of the Global Burden of Disease Study 2019","year":2023,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Research Canada; University of British Columbia","funders":"","keywords":"Burden of disease; Disease burden; Heart failure; Disease; Epidemiology; Meta-analysis","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":[0.002198292,0.0004634609,0.0007151411,0.001798099,0.0002787064,0.0006612451,0.0004875837,0.0005059868,0.0008144334],"category_scores_gemma":[0.00275969,0.0003112176,0.002474841,0.003727957,0.0002064205,0.0005457149,0.0009503478,0.0005090701,0.0002563806],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001017077,"about_ca_system_score_gemma":0.001089855,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05053356,"about_ca_topic_score_gemma":0.05141715,"domain_scores_codex":[0.9990343,0.0002986097,0.0002156776,0.0001607475,0.000170186,0.0001204879],"domain_scores_gemma":[0.9987515,0.0001307909,0.0005982883,0.0000872678,0.0003153704,0.0001167788],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002675854,0.00002075034,0.9888782,0.0004538485,0.001595268,0.0001171067,0.0002142209,0.000248248,0.0001313707,0.00004928156,0.002472975,0.00555121],"study_design_scores_gemma":[0.00001366117,0.00002254174,0.9982343,0.00005673843,0.0002172697,0.00006512908,0.00009777321,0.0001689415,0.00001548912,0.00001532543,0.001086717,0.000006021999],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9292899,0.0198583,0.0005073157,0.001122446,0.0001500487,0.00009748277,0.0475039,0.00004200342,0.001428782],"genre_scores_gemma":[0.9739496,0.003701698,0.0004402077,0.0004375211,0.00009847968,0.0001313488,0.02079794,0.00001242259,0.0004308154],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05053356,"threshold_uncertainty_score":0.1004788,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.068979892823364,"score_gpt":0.2914281378964809,"score_spread":0.2224482450731169,"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."}}