{"id":"W4401636688","doi":"10.1016/j.jacadv.2024.101190","title":"Early Aortic Valve Replacement in Moderate Aortic Stenosis","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":"Université Laval","funders":"Abbott Vascular; KU Leuven; Abiomed; Edwards Lifesciences; Université Laval; Cleveland Clinic; iRhythm Technologies; Erasmus Universitair Medisch Centrum Rotterdam; Boston Scientific Corporation","keywords":"Cardiology; Stenosis; Internal medicine; Medicine; Aortic valve replacement; Aortic valve; Aortic valve stenosis","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00006745959,0.0001532739,0.000267376,0.0001152889,0.00003436965,0.00005283786,0.00003551322,0.00003419568,0.0001221253],"category_scores_gemma":[0.00002810418,0.0001207082,0.0005012472,0.0002368381,0.00002444005,0.000212742,0.00002706775,0.00009901644,0.0001640279],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000143273,"about_ca_system_score_gemma":0.00006456,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000709981,"about_ca_topic_score_gemma":0.00000279138,"domain_scores_codex":[0.9988784,0.00002191885,0.0002424916,0.0003578681,0.0002426508,0.0002567341],"domain_scores_gemma":[0.9995297,0.00005198578,0.00002904187,0.0002359293,0.00003105163,0.0001223114],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005596821,0.0003864325,0.9063168,0.0004281373,0.000945108,0.0001200553,0.0004832227,0.0001685818,0.0001071541,0.0002282258,0.0003258728,0.08993075],"study_design_scores_gemma":[0.001521747,0.0004300414,0.9901298,0.0005598646,0.0008185477,0.000004656176,0.0002506172,0.001886493,0.0003159987,0.002080818,0.001787147,0.0002143208],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9809456,0.01529739,0.00009006832,0.0002673319,0.0003762123,0.0003977683,0.00001958064,0.0001022206,0.002503857],"genre_scores_gemma":[0.9969693,0.001130987,0.0001792334,0.0001685741,0.0001004846,0.0001326563,0.00002299516,0.00002569398,0.001270045],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08971643,"threshold_uncertainty_score":0.4922338,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01413639573491472,"score_gpt":0.3466845020070913,"score_spread":0.3325481062721766,"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."}}