{"id":"W4372270573","doi":"10.1136/heartjnl-2023-322586","title":"Effect of race on pressure recovery adjustment for prevention of aortic stenosis grading discordance","year":2023,"lang":"en","type":"article","venue":"Heart","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Institut universitaire de cardiologie et de pneumologie de Québec","funders":"","keywords":"Medicine; Grading (engineering); Internal medicine; Cohort; Propensity score matching; Stenosis; Retrospective cohort study; Cardiology; Surgery","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":[0.006384968,0.0005024227,0.0007030509,0.0004626938,0.0003084251,0.0006065756,0.0005814545,0.0005712631,0.0009657338],"category_scores_gemma":[0.02148531,0.000241996,0.001383299,0.000568909,0.0003659762,0.0004874406,0.0004959154,0.0006175346,0.0001939929],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001893219,"about_ca_system_score_gemma":0.0003716681,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001610773,"about_ca_topic_score_gemma":0.001165407,"domain_scores_codex":[0.9936219,0.004502771,0.0003531063,0.0007780094,0.0004261504,0.0003180141],"domain_scores_gemma":[0.9887627,0.004557984,0.004454414,0.001289664,0.0004283208,0.0005068886],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004354078,0.0001337913,0.9679459,0.00007771931,0.0011898,0.0001036244,0.0001128869,0.0004574753,0.0008965755,0.0001038411,0.0003314774,0.02429279],"study_design_scores_gemma":[0.00007488573,0.001025866,0.9939424,0.0000269127,0.0008038132,0.0001894221,0.00005173893,0.002585876,0.0006137418,0.0000972877,0.0005770373,0.00001093026],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923971,0.002861272,0.00250308,0.0006624838,0.0001157611,0.00004369723,0.0001476494,0.00005784318,0.001211061],"genre_scores_gemma":[0.9990224,0.000137569,0.0005305329,0.00007506988,0.00005425486,0.000008154181,0.00006145923,0.000007825857,0.0001026614],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006384968,"threshold_uncertainty_score":0.03376734,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0177050333999829,"score_gpt":0.3708717824862945,"score_spread":0.3531667490863116,"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."}}