{"id":"W2146423446","doi":"10.1161/circulationaha.107.189097","title":"ACCF/ASE/ACEP/AHA/ASNC/SCAI/SCCT/SCMR 2008 Appropriateness Criteria for Stress Echocardiography","year":2008,"lang":"en","type":"article","venue":"Circulation","topic":"Cardiac Imaging and Diagnostics","field":"Medicine","cited_by":150,"is_retracted":false,"has_abstract":true,"ca_institutions":"Terry Fox Research Institute","funders":"Duke Clinical Research Institute; Society for Cardiovascular Magnetic Resonance; American College of Cardiology Foundation; Kaiser Permanente; Saint Louis University; American College of Emergency Physicians; Drexel University; University of Missouri; University of Missouri-Kansas City; College of Medicine, Drexel University; University of Pennsylvania; Texas Heart Institute; American Heart Association","keywords":"Medicine; Subspecialty; Stress Echocardiography; Appropriateness criteria; Reimbursement; Appropriate Use Criteria; Coronary artery disease; Stress testing (software); Specialty; Cardiac imaging; Test (biology); Clinical Practice; Intensive care medicine; Cardiology; Medical physics; Internal medicine; Radiology; Family medicine; Health care","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":[0.0134476,0.0006190367,0.001403812,0.009470399,0.0009856852,0.001472816,0.001320028,0.001662063,0.002519709],"category_scores_gemma":[0.05272476,0.0003045303,0.001868741,0.004838131,0.0008981515,0.0008055592,0.000898282,0.001581383,0.001241318],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002524957,"about_ca_system_score_gemma":0.007916308,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01312885,"about_ca_topic_score_gemma":0.02506313,"domain_scores_codex":[0.988008,0.003904026,0.003079497,0.0002898457,0.004264699,0.0004539419],"domain_scores_gemma":[0.9308937,0.01945732,0.009065474,0.001457413,0.0369082,0.002217896],"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":[0.0003421177,0.0001973475,0.187759,0.004070262,0.0004123698,0.002627636,0.0009251161,0.001561122,0.002664446,0.004973236,0.5155309,0.2789365],"study_design_scores_gemma":[0.0003031001,0.0005305487,0.5036895,0.00853009,0.001130138,0.02018014,0.001746921,0.01032153,0.002893057,0.006046318,0.4442606,0.0003679857],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.1744053,0.2874478,0.1359745,0.1340044,0.02239086,0.01779501,0.0342803,0.001898744,0.1918033],"genre_scores_gemma":[0.5216749,0.08802699,0.3076925,0.01638805,0.009411138,0.009234256,0.03096103,0.000538771,0.01607239],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.0134476,"threshold_uncertainty_score":0.07111853,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03466464802835201,"score_gpt":0.2969959149945876,"score_spread":0.2623312669662355,"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."}}