{"id":"W2528756675","doi":"10.1016/j.echo.2016.08.015","title":"Doppler Echocardiographic Quantitation of Aortic Valve Stenosis: A Science in Constant Evolution","year":2016,"lang":"en","type":"letter","venue":"Journal of the American Society of Echocardiography","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval; Montreal Heart Institute","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Cardiology; Internal medicine; Stenosis; Doppler echocardiography; Ejection fraction; Scopus; Guideline; valvular heart disease; Doppler effect; Heart failure; MEDLINE; Blood pressure; Diastole; Pathology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004738053,0.0005890496,0.001658331,0.001149117,0.001996,0.003594397,0.001410837,0.02497444,0.002734944],"category_scores_gemma":[0.04440176,0.0006508764,0.0007243248,0.0007512903,0.004220377,0.004787143,0.001142278,0.02839819,0.002463738],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002996157,"about_ca_system_score_gemma":0.002516732,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00152977,"about_ca_topic_score_gemma":0.003060248,"domain_scores_codex":[0.9938815,0.002263928,0.001354884,0.0005994203,0.001549671,0.0003505813],"domain_scores_gemma":[0.976255,0.01473383,0.001449624,0.0009599208,0.004477088,0.002124478],"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":[0.0002102029,0.0003192698,0.02278349,0.0003432639,0.00007668038,0.05163931,0.0009416996,0.0003595718,0.00149969,0.01669505,0.8075902,0.09754147],"study_design_scores_gemma":[0.0003869731,0.0004518339,0.01431349,0.00272219,0.0001418903,0.1515385,0.00247144,0.004466004,0.001686206,0.08163734,0.7399216,0.0002624436],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001599336,0.002617519,0.0004290858,0.9832554,0.009825541,0.000006926021,0.00001708275,0.00001433569,0.002234821],"genre_scores_gemma":[0.04376241,0.008410784,0.002736426,0.6645765,0.2767676,0.00003844021,0.00005830891,0.00004841452,0.003601214],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02497444,"threshold_uncertainty_score":0.02505749,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01403595219968508,"score_gpt":0.3104998164856074,"score_spread":0.2964638642859223,"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."}}