{"id":"W4401943948","doi":"10.1016/j.jacadv.2024.101133","title":"Valvular Heart Disease-Related Mortality Between Middle- and High-Income Countries During 2000 to 2019","year":2024,"lang":"en","type":"article","venue":"JACC Advances","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"valvular heart disease; Low and middle income countries; Medicine; Developing country; Business; Cardiology; Demography; Economics; Economic growth; Sociology","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":[0.00006878214,0.0001936129,0.0003682549,0.00009526479,0.0001015414,0.00006494871,0.00003858851,0.00004380132,0.0001085605],"category_scores_gemma":[0.00003228664,0.0001576409,0.0002925663,0.0001995754,0.00005801857,0.0002430764,0.00005216038,0.00009128983,0.0001937778],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001041738,"about_ca_system_score_gemma":0.00008815955,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000948598,"about_ca_topic_score_gemma":0.000002224474,"domain_scores_codex":[0.9987863,0.00002441079,0.0002269165,0.0004080432,0.0002915071,0.0002628039],"domain_scores_gemma":[0.9991874,0.00006846582,0.00002518013,0.000266665,0.00004122791,0.0004111382],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001297384,0.00003249398,0.9973185,0.0005670022,0.0006322801,0.0001578078,0.00007996958,0.00003112051,0.00002081748,0.0001239594,0.0002426855,0.0006636113],"study_design_scores_gemma":[0.0006964343,0.00007333641,0.9894068,0.0005391351,0.001117805,0.000005849732,0.00002647988,0.000009520198,0.00008924092,0.001065559,0.006804202,0.0001656771],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9419017,0.05527545,0.000008120528,0.001219152,0.0003469827,0.0004425277,0.0004993201,0.0001678476,0.0001389463],"genre_scores_gemma":[0.9972339,0.0007770124,0.00007388758,0.0001252598,0.0002562481,0.00003863225,0.0001020419,0.00003014341,0.001362891],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05533222,"threshold_uncertainty_score":0.6428408,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01035625026127466,"score_gpt":0.3281657981745018,"score_spread":0.3178095479132271,"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."}}