{"id":"W3013380890","doi":"10.1161/circulationaha.119.043391","title":"Global, Regional, and National Burden of Calcific Aortic Valve and Degenerative Mitral Valve Diseases, 1990–2017","year":2020,"lang":"en","type":"article","venue":"Circulation","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":473,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Winnipeg; University of Manitoba","funders":"","keywords":"Medicine; Cardiology; Internal medicine; Mitral valve; Aortic valve; Calcification; Calcinosis","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":[0.00002680908,0.0001094117,0.000202102,0.0000292483,0.00006265607,0.00001706554,0.00001859755,0.00004538681,0.00001459935],"category_scores_gemma":[0.00007553606,0.0001033066,0.0005125591,0.0001167648,0.00008007016,0.00008311593,0.00001863438,0.00003046322,0.000003701284],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000715798,"about_ca_system_score_gemma":0.0001035519,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000697845,"about_ca_topic_score_gemma":7.823552e-7,"domain_scores_codex":[0.9991798,0.00002768398,0.0001630172,0.0002462776,0.0002860081,0.00009724851],"domain_scores_gemma":[0.9994597,0.00002545526,0.00007933185,0.00008272447,0.0001328315,0.0002199064],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001107151,0.00006918633,0.9944506,0.0001043468,0.001008257,0.000003819163,0.0002717367,0.0002482418,0.0002325866,0.001172542,0.001106429,0.001221578],"study_design_scores_gemma":[0.001307104,0.00005356291,0.9934759,0.00003725203,0.001105329,0.00001067444,0.00009672706,0.002912776,0.000008543145,0.0008026798,0.0001045379,0.00008493281],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9920635,0.006208345,0.0001512374,0.0007330576,0.00003765963,0.0003097487,0.0002050493,0.00002155374,0.0002698198],"genre_scores_gemma":[0.9989103,0.0001060409,0.00008868088,0.0002519266,0.0001829299,0.00001305773,0.0004339841,0.000008378595,0.000004705757],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006846767,"threshold_uncertainty_score":0.4212722,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03754577588925991,"score_gpt":0.3368525194959749,"score_spread":0.2993067436067151,"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."}}