{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009395504,0.0004206602,0.0005799007,0.002462592,0.0003038018,0.0006864255,0.0003330031,0.0002260901,0.001200551],"category_scores_gemma":[0.002194809,0.0002727526,0.001546329,0.003547651,0.0003008595,0.0006653218,0.001116015,0.0004431944,0.0002463141],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001237727,"about_ca_system_score_gemma":0.003013506,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1229445,"about_ca_topic_score_gemma":0.1261847,"domain_scores_codex":[0.9991518,0.0001714579,0.0002072805,0.0001432598,0.0001695774,0.000156565],"domain_scores_gemma":[0.9988285,0.0001268588,0.0005288608,0.00005330372,0.0003334309,0.0001290612],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001163355,0.0000198093,0.9497002,0.003023936,0.001676144,0.0002361479,0.0005887906,0.0005931042,0.0002527744,0.00031957,0.01421962,0.02925348],"study_design_scores_gemma":[0.00001494344,0.00003239104,0.9870448,0.001119789,0.0004125224,0.0003395201,0.0005388805,0.0001797625,0.00008114594,0.00008348539,0.01013546,0.00001734194],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6737286,0.0866212,0.001199979,0.001724901,0.000354748,0.0002199606,0.2295821,0.0001690947,0.006399377],"genre_scores_gemma":[0.8711051,0.04206542,0.001530083,0.0007072776,0.0002227064,0.0003079797,0.08330882,0.00003413027,0.000718443],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1229445,"threshold_uncertainty_score":0.2444578,"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."}}