{"id":"W2960027137","doi":"10.1136/heartjnl-2019-314940","title":"Symptoms, disease severity and treatment of adults with a new diagnosis of severe aortic stenosis","year":2019,"lang":"en","type":"article","venue":"Heart","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"Edwards Lifesciences","keywords":"Medicine; Asymptomatic; Ejection fraction; Cardiology; Internal medicine; Stenosis; Left ventricular hypertrophy; Chest pain; Aortic valve replacement; Aortic valve; Aortic valve stenosis; valvular heart disease; Heart failure; Blood pressure","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":[0.0000119316,0.0001255668,0.0003805782,0.00003908282,0.0000133724,0.000003587255,0.00001346831,0.00002639588,0.0001537086],"category_scores_gemma":[0.000008879713,0.00008696758,0.0002794842,0.00008281211,0.00003264248,0.00003674945,0.00001235198,0.00001823778,0.00001420285],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004317535,"about_ca_system_score_gemma":0.0001274176,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007072801,"about_ca_topic_score_gemma":0.00000554525,"domain_scores_codex":[0.9993405,0.00001361148,0.0001381457,0.0002004897,0.0001797236,0.0001274893],"domain_scores_gemma":[0.9992636,0.00004413232,0.00004817181,0.0002829581,0.00005228089,0.0003088956],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001455623,0.0007960599,0.9919397,0.0002441609,0.0005506338,0.000007483831,0.0001812877,0.000002126123,0.00001222048,0.000005629498,0.000169582,0.004635457],"study_design_scores_gemma":[0.00462092,0.00137032,0.9918159,0.0003734657,0.001211708,0.000004711465,0.00007705667,0.00001309781,0.0002178181,0.000007335975,0.0002093965,0.00007830267],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975908,0.001210258,3.658494e-7,0.0002222872,0.00002772757,0.0006820069,0.0001271409,0.0000138547,0.0001255908],"genre_scores_gemma":[0.9990212,0.0004487666,0.00007799906,0.00006601051,0.00002262862,0.00004168104,0.00003493321,0.00001434087,0.0002724779],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004557154,"threshold_uncertainty_score":0.3546435,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00872192727588834,"score_gpt":0.2800291233223792,"score_spread":0.2713071960464908,"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."}}