{"id":"W3011676222","doi":"10.14740/cr851","title":"Stress Echocardiography: Concept and Criteria, Structure and Steps, Obstacles and Outcomes, Focused Update and Review","year":2020,"lang":"en","type":"review","venue":"Cardiology Research","topic":"Cardiac Imaging and Diagnostics","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Stress Echocardiography; Coronary artery disease; Dobutamine; Cardiology; Stenosis; Internal medicine; Diastole; CAD; Hemodynamics; Blood pressure","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0009827748,0.0005693218,0.005394598,0.0003802363,0.0001996316,0.0001193177,0.0001445328,0.0005324009,0.00001170888],"category_scores_gemma":[0.001801525,0.0004238849,0.0003924283,0.0004175075,0.001646789,0.00006302536,0.0006384527,0.001620286,0.000003579713],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000458011,"about_ca_system_score_gemma":0.0002611589,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000266245,"about_ca_topic_score_gemma":0.000001243151,"domain_scores_codex":[0.9958814,0.001453728,0.0005439011,0.001091486,0.0004009588,0.0006285547],"domain_scores_gemma":[0.9965436,0.001820131,0.0001140573,0.0006523664,0.0002652279,0.0006045819],"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":[0.00001912392,0.000005263311,0.03150067,0.04454786,0.001433309,0.0008609496,0.00005511265,1.844371e-8,7.115495e-7,0.00008500308,0.01258947,0.9089025],"study_design_scores_gemma":[0.0009317732,0.000186705,0.01337317,0.01782248,0.003259674,0.001518872,0.00005646715,9.850824e-7,7.105256e-7,0.0001270006,0.9623289,0.0003932976],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003583526,0.9948539,0.00001050032,0.001105722,0.000195432,0.001851464,0.001410585,0.00005236151,0.0001617283],"genre_scores_gemma":[0.0009296935,0.997367,0.000214398,0.0004362591,0.0004105041,0.00009252427,0.000443927,0.00007652037,0.00002923375],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9497394,"threshold_uncertainty_score":0.9998213,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07679713181536892,"score_gpt":0.4295987901706827,"score_spread":0.3528016583553138,"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."}}