{"id":"W2888657924","doi":"10.15420/ecr.2014.9.2.92","title":"Echocardiographic Evaluation of Aortic Stenosis – Normal Flow and Low Flow Scenarios","year":2014,"lang":"en","type":"review","venue":"European Cardiology Review","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Asymptomatic; Medicine; Stenosis; Cardiology; Hemodynamics; Internal medicine; Pressure gradient; Risk stratification; Radiology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006899846,0.0007384599,0.001349423,0.003359128,0.00021857,0.0009698882,0.0005911114,0.001034806,0.002252058],"category_scores_gemma":[0.001509668,0.0001929061,0.0005638747,0.001705549,0.0005734824,0.001093143,0.0005544871,0.001150224,0.001270936],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003465014,"about_ca_system_score_gemma":0.0007604136,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000822098,"about_ca_topic_score_gemma":0.001250302,"domain_scores_codex":[0.9996275,0.00008276191,0.00007880465,0.00004847066,0.0001322895,0.0000301957],"domain_scores_gemma":[0.9993711,0.0003523658,0.0001030174,0.00001301311,0.0001282941,0.00003212407],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008154027,0.00007545696,0.001329233,0.01774827,0.0001537036,0.001488597,0.0001429354,0.0002782581,0.001818416,0.003296172,0.02441517,0.9491723],"study_design_scores_gemma":[0.00003391989,0.0002075975,0.008546066,0.02471112,0.000381803,0.0380553,0.0004602238,0.0002875176,0.0009146308,0.004240765,0.9220894,0.00007161541],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002414636,0.9976585,0.000157165,0.0002791693,0.0001793892,0.000005036797,0.00001383548,0.00000557664,0.001459971],"genre_scores_gemma":[0.002119079,0.9964077,0.0003950832,0.0002658432,0.0003922097,0.000005761473,0.00003259151,0.000001657204,0.000379993],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003359128,"threshold_uncertainty_score":0.007533908,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04407961671442465,"score_gpt":0.3706878585357257,"score_spread":0.326608241821301,"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."}}