{"id":"W4390570788","doi":"10.1016/j.jcin.2023.10.041","title":"Impact of the COVID-19 Pandemic on Global TAVR Activity","year":2024,"lang":"en","type":"article","venue":"JACC: Cardiovascular Interventions","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre; London Health Sciences Centre; St. Paul's Hospital","funders":"","keywords":"Pandemic; Medicine; Socioeconomic status; Valve replacement; Incidence (geometry); Public health; Coronavirus disease 2019 (COVID-19); Environmental health; Demography; Internal medicine; Population; Disease; 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":["metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.0002948877,0.000178582,0.0004381785,0.00007515676,0.00008652216,0.00003679036,0.0001060537,0.00007765208,0.0002714513],"category_scores_gemma":[0.0002262536,0.0001112462,0.03596082,0.0004221619,0.00007574876,0.00006009552,0.0000875329,0.000165063,0.00008828866],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009450909,"about_ca_system_score_gemma":0.0003211982,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009050065,"about_ca_topic_score_gemma":0.000020225,"domain_scores_codex":[0.9986342,0.0001810487,0.0002133237,0.0003227555,0.0004536232,0.0001950107],"domain_scores_gemma":[0.9987568,0.00005296134,0.0000420205,0.0008621912,0.0000647917,0.0002212802],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002329061,0.0009880757,0.8724535,0.0009896858,0.07561378,0.0001261204,0.00005760443,0.001271024,0.00004979901,0.0005465738,0.008072587,0.03959832],"study_design_scores_gemma":[0.001287406,0.0002621197,0.9843374,0.0004755667,0.008019043,0.0002147776,0.00001906943,0.00003745624,0.00001505389,0.0002230962,0.005002447,0.0001065239],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9807514,0.01281211,0.001394765,0.0002020504,0.0006629794,0.0006555845,0.0008040397,0.00013209,0.002584994],"genre_scores_gemma":[0.9992352,0.0001435518,0.000009070694,0.00006316588,0.0001226777,0.00006016204,0.00003673122,0.0000190492,0.0003103875],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1118839,"threshold_uncertainty_score":0.9736938,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06982239938262456,"score_gpt":0.4469280039995371,"score_spread":0.3771056046169125,"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."}}