{"id":"W3129054508","doi":"10.1093/eurjpc/zwaa147","title":"Burden of heart failure and underlying causes in 195 countries and territories from 1990 to 2017","year":2021,"lang":"en","type":"article","venue":"European Journal of Preventive Cardiology","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":606,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"National Natural Science Foundation of China; Bill and Melinda Gates Foundation","keywords":"Medicine; Demography; Heart failure; Public health; Ischaemic heart disease; Disease; Prevalence; Burden of disease; Standardized rate; Disease burden; Environmental health; Population; Internal medicine; Pathology","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":[],"consensus_categories":[],"category_scores_codex":[0.0004408452,0.00009921211,0.0004948694,0.0001088314,0.00002791602,0.00001445844,0.00003763477,0.0000231075,0.00001852422],"category_scores_gemma":[0.0001374758,0.00008115794,0.00006970853,0.00005790851,0.00009101582,0.00006840173,0.00009652728,0.0001218529,0.000003673016],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002377946,"about_ca_system_score_gemma":0.00005072694,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000510889,"about_ca_topic_score_gemma":0.00005266703,"domain_scores_codex":[0.9988546,0.0004692776,0.0003062913,0.0001442761,0.0001031183,0.0001224389],"domain_scores_gemma":[0.9994575,0.0001088446,0.00009815505,0.0001094776,0.0001342246,0.00009174494],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008749926,0.0001277314,0.8419465,0.0003306725,0.003187511,0.01689278,0.01033221,0.00008424186,0.05285211,0.0004792548,0.06514908,0.007742928],"study_design_scores_gemma":[0.002293867,0.0007927348,0.5946828,0.0005997447,0.0003287877,0.0007097754,0.003395624,0.00000101094,0.00122854,0.0001323675,0.3957241,0.0001106095],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9872329,0.004181148,0.0002908534,0.007493633,0.000193376,0.0001386563,0.00001492261,0.000004230236,0.0004502677],"genre_scores_gemma":[0.9945191,0.0005603399,0.004258761,0.0001598603,0.0002723005,8.978207e-7,0.000006415448,0.00001061096,0.0002117788],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.330575,"threshold_uncertainty_score":0.3309525,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02793020727890125,"score_gpt":0.2926134492761523,"score_spread":0.264683241997251,"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."}}