{"id":"W2149602109","doi":"10.1186/1476-7120-8-30","title":"Usefulness of an accelerated transoesophageal stress echocardiography in the preoperative evaluation of high risk severely obese subjects awaiting bariatric surgery","year":2010,"lang":"en","type":"article","venue":"Cardiovascular Ultrasound","topic":"Cardiovascular Function and Risk Factors","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Institut universitaire de cardiologie et de pneumologie de Québec","funders":"","keywords":"Medicine; Angiology; Surgery; Obesity; Cardiology; Radiology; Internal medicine","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.009595824,0.0003708751,0.001434349,0.0006824216,0.0001621262,0.00005444782,0.0002487722,0.0003449596,0.0000792295],"category_scores_gemma":[0.001420397,0.0002707123,0.003023055,0.00210212,0.0002428034,0.0003286221,0.00001808357,0.0008926525,0.000002751069],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006346737,"about_ca_system_score_gemma":0.0004338736,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001840651,"about_ca_topic_score_gemma":0.0003330278,"domain_scores_codex":[0.9933621,0.002589618,0.0007858205,0.0006224401,0.002257603,0.0003824734],"domain_scores_gemma":[0.9961213,0.0008639824,0.0002444875,0.001503579,0.001116002,0.0001506749],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004152128,0.0006197474,0.942577,0.000325702,0.008739284,0.00008032747,0.003610721,0.02250851,0.001926406,0.00004437752,0.00003515279,0.01911758],"study_design_scores_gemma":[0.003536912,0.0001006554,0.964909,0.00007765806,0.005533854,0.0002119955,0.001716612,0.0002785405,0.0232696,0.00004898549,0.00004792155,0.0002682875],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944324,0.002186661,0.0006940871,0.000007241046,0.0007589864,0.001536608,0.0001218505,0.000050974,0.0002111933],"genre_scores_gemma":[0.9984455,0.0005849077,0.0001437407,0.00001725424,0.0003626941,0.000109724,0.0002809049,0.00005245362,0.000002876556],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02233198,"threshold_uncertainty_score":0.9999745,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02764778728036767,"score_gpt":0.2560655231987124,"score_spread":0.2284177359183447,"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."}}