{"id":"W2056543745","doi":"10.1067/mje.2002.125287","title":"Economic impact of contrast stress echocardiography on the diagnosis and initial treatment of patients with suspected coronary artery disease","year":2002,"lang":"en","type":"article","venue":"Journal of the American Society of Echocardiography","topic":"Ultrasound and Hyperthermia Applications","field":"Engineering","cited_by":26,"is_retracted":false,"has_abstract":false,"ca_institutions":"Lachine Hospital; Montreal Heart Institute","funders":"","keywords":"Medicine; Coronary artery disease; Perfusion; Radiology; Myocardial perfusion imaging; Perfusion scanning; Contrast (vision); Stress Echocardiography; Population; Internal medicine; Cardiology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006407203,0.0001915878,0.0005471252,0.0001191761,0.00006676778,0.00001230107,0.0002062832,0.00002694643,0.00001489038],"category_scores_gemma":[0.000004071037,0.000103832,0.001643736,0.0004439733,0.0006364846,0.00007151499,0.0000112116,0.0001158925,2.081351e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006836967,"about_ca_system_score_gemma":0.00002303718,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003866577,"about_ca_topic_score_gemma":0.000001452649,"domain_scores_codex":[0.9990999,0.00006330185,0.000365567,0.0001015712,0.0002174763,0.0001521796],"domain_scores_gemma":[0.998704,0.0002911721,0.0004851965,0.0003259601,0.00009487071,0.00009883161],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001268974,0.0002866644,0.9837282,0.00001551075,0.003944486,6.63181e-7,0.0003701771,0.007730586,0.0001665441,0.000005813256,0.001138356,0.002486151],"study_design_scores_gemma":[0.0009005344,0.0009727725,0.9964449,0.00006521175,0.0004660946,0.000002604809,0.0003376066,0.0002516574,0.0003384204,0.00004632788,0.00006645836,0.000107435],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982106,0.0006478374,0.00006358672,0.00008995209,0.00003988156,0.0002640588,0.0006025231,0.00001045432,0.00007110875],"genre_scores_gemma":[0.9950694,0.004662504,0.0001337934,0.00002869404,0.00006140475,0.00001737704,0.00000345987,0.000022916,4.650595e-7],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01271673,"threshold_uncertainty_score":0.4234148,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009626621660807766,"score_gpt":0.2140708371488665,"score_spread":0.2044442154880588,"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."}}