{"id":"W2924981595","doi":"10.1016/j.acvdsp.2019.02.158","title":"Risk Stratifying Low-Flow, Low-Gradient Aortic Stenosis using N-Terminal Pro B-Type Natriuretic Peptide: Results from TOPAS study","year":2019,"lang":"en","type":"article","venue":"Archives of Cardiovascular Diseases Supplements","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Heart Institute; Université Laval; Institut universitaire de cardiologie et de pneumologie de Québec","funders":"","keywords":"Medicine; Internal medicine; Natriuretic peptide; Cardiology; Ejection fraction; Heart failure","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"],"consensus_categories":[],"category_scores_codex":[0.00020836,0.00054042,0.001365622,0.000278446,0.0001765713,0.00006512937,0.000267988,0.00005820303,0.0001736899],"category_scores_gemma":[0.0001922075,0.0004885557,0.004324471,0.0003109447,0.0001227983,0.0001789358,0.0002701909,0.0002119483,0.00004329192],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001214392,"about_ca_system_score_gemma":0.0002872743,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001298444,"about_ca_topic_score_gemma":0.000005521465,"domain_scores_codex":[0.9953439,0.0004403116,0.0009469599,0.001117483,0.001490055,0.0006612872],"domain_scores_gemma":[0.9968851,0.0002348167,0.0003295609,0.00184189,0.0001571273,0.0005515027],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003127227,0.002894191,0.9508888,0.0004135857,0.02702785,0.0003382856,0.0008668773,0.002863689,0.0001736386,0.000001960997,0.0000420114,0.01136195],"study_design_scores_gemma":[0.01764337,0.001176106,0.9489885,0.0006333886,0.02604083,0.000007778702,0.001404452,0.00316948,0.0002583165,0.00008944477,0.0001099173,0.0004783951],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9875541,0.003525697,0.0001037813,0.000008933156,0.0004104658,0.003488862,0.004645978,0.00005847975,0.0002036903],"genre_scores_gemma":[0.9958694,0.0005239411,0.001214122,0.00002068599,0.0002052376,0.00007692866,0.001955092,0.00008364816,0.00005093461],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01451615,"threshold_uncertainty_score":0.9997566,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01510808176660795,"score_gpt":0.3001086095923631,"score_spread":0.2850005278257552,"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."}}