{"id":"W3138805631","doi":"10.1016/j.jcmg.2021.01.026","title":"Low-Flow Aortic Stenosis","year":2021,"lang":"en","type":"letter","venue":"JACC. Cardiovascular imaging","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval; Institut universitaire de cardiologie et de pneumologie de Québec","funders":"Edwards Lifesciences","keywords":"Cardiology; Stenosis; Internal medicine; Medicine","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_narrow","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.0002484191,0.0007552486,0.00206685,0.0002854553,0.0001541928,0.0002172266,0.0001859391,0.0004057857,0.0003583214],"category_scores_gemma":[0.0001175314,0.0007214618,0.01957614,0.0003832083,0.00008414264,0.0001291261,0.0002140381,0.001366284,0.0003302825],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000466968,"about_ca_system_score_gemma":0.0003691194,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001478063,"about_ca_topic_score_gemma":1.475648e-7,"domain_scores_codex":[0.9954396,0.0002360628,0.0004992863,0.001283234,0.001641952,0.000899858],"domain_scores_gemma":[0.9966209,0.00006914543,0.0001224557,0.002522043,0.0003980157,0.0002674299],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002316506,0.0001401749,0.03531962,0.001522664,0.0492418,0.02375871,0.00004722437,0.00005677782,0.00001244215,5.140127e-7,0.8094725,0.08040439],"study_design_scores_gemma":[0.003930345,0.00003139316,0.05979551,0.001569849,0.04831965,0.0005690985,0.00009449766,0.0002332958,0.0001687888,0.0000177377,0.8841222,0.001147638],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0300922,0.3740569,0.003346568,0.5319005,0.01217291,0.006887193,0.001481884,0.001844364,0.03821745],"genre_scores_gemma":[0.0793563,0.004531994,0.001878066,0.869357,0.02605778,0.0007147339,0.01158709,0.001069652,0.00544732],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.3695249,"threshold_uncertainty_score":0.9995236,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01194832477605455,"score_gpt":0.2723022195858738,"score_spread":0.2603538948098192,"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."}}