{"id":"W2063675949","doi":"10.1097/hco.0b013e32834903fc","title":"Stress testing","year":2011,"lang":"en","type":"review","venue":"Current Opinion in Cardiology","topic":"Cardiac Imaging and Diagnostics","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Astellas Pharma; Lantheus Medical Imaging","keywords":"Medicine; Ejection fraction; Coronary artery disease; Cardiology; Treadmill; Revascularization; Internal medicine; Stress testing (software); CAD; Bypass grafting; Canadian Cardiovascular Society; Artery; Radiology; Heart failure; Angina; Myocardial infarction","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002848049,0.0003618902,0.002519251,0.0003610915,0.00002644859,0.000008934145,0.0001364045,0.0003284446,0.00001415156],"category_scores_gemma":[0.00128236,0.0003032851,0.0006382511,0.0003405132,0.0001082845,0.00001938634,0.0001372509,0.0009022146,0.00018085],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001386384,"about_ca_system_score_gemma":0.0004274129,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000114427,"about_ca_topic_score_gemma":1.217169e-7,"domain_scores_codex":[0.9981539,0.0002542355,0.000601286,0.0004956994,0.0001068063,0.0003881312],"domain_scores_gemma":[0.9982793,0.0007897262,0.0001930661,0.0005128537,0.00009817607,0.0001269325],"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":[0.000002843885,0.00003443673,0.01445743,0.02416517,0.00007730131,0.00001696289,0.00001365418,0.000001163592,4.707076e-9,0.0001223272,0.007570887,0.9535378],"study_design_scores_gemma":[0.0003021758,0.00005053134,0.001635093,0.0422129,0.0004391148,0.0005631835,0.000005350742,0.00000157318,2.036862e-8,0.00002745679,0.9545207,0.0002418825],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[7.450791e-7,0.9773836,0.00008266776,0.000006841874,0.01633834,0.0005789801,0.0001097839,0.00007706494,0.00542204],"genre_scores_gemma":[0.00000839184,0.9955311,0.0001122187,0.000006129401,0.003464272,0.0001626877,0.0006476493,0.00004941766,0.00001814755],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9532959,"threshold_uncertainty_score":0.9999419,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.265229284191448,"score_gpt":0.4435054211024875,"score_spread":0.1782761369110395,"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."}}