{"id":"W2081723900","doi":"10.1097/00003246-200111000-00016","title":"Indications and impact of postoperative transesophageal echocardiography in cardiac surgical patients","year":2001,"lang":"en","type":"article","venue":"Critical Care Medicine","topic":"Ultrasound in Clinical Applications","field":"Medicine","cited_by":55,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact","funders":"","keywords":"Medicine; Intensive care unit; Cardiac tamponade; Tamponade; Pericardial effusion; Cardiac surgery; Intensive care; Observational study; Surgery; Internal medicine; Intensive care 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":[],"consensus_categories":[],"category_scores_codex":[0.0002268256,0.0001678017,0.000663321,0.0002553118,0.00005465612,0.000004835935,0.00007780921,0.0001502023,0.0002503762],"category_scores_gemma":[0.001171519,0.0001209385,0.0002204408,0.000755162,0.001072656,0.00006214346,0.00001952417,0.0003582197,0.000005593123],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007519438,"about_ca_system_score_gemma":0.00008511118,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000158629,"about_ca_topic_score_gemma":0.000005379005,"domain_scores_codex":[0.9984067,0.0001121558,0.0005396911,0.0003273074,0.0003579023,0.0002562517],"domain_scores_gemma":[0.9974474,0.00141327,0.00003487452,0.0002968488,0.0004486139,0.0003590395],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001536356,0.0002870898,0.9928971,0.00005744017,0.00004921197,0.00002716691,0.0009693949,5.82786e-7,0.0001786424,0.001598757,0.0001785884,0.003602417],"study_design_scores_gemma":[0.00258843,0.002000875,0.9927616,0.0001328291,0.0002049677,0.00002420732,0.0009066709,0.000006813427,0.00004355508,0.0005631595,0.0006655673,0.0001013734],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9885212,0.002119648,0.0001549053,0.003383555,0.00007072119,0.0005272316,0.0001164457,0.00002872552,0.005077566],"genre_scores_gemma":[0.9986368,0.0004019763,0.0003110064,0.0002361825,0.0001187757,0.00005788712,0.0002087848,0.00001678671,0.00001178525],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01011561,"threshold_uncertainty_score":0.4931729,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02260713502089198,"score_gpt":0.3822188421029425,"score_spread":0.3596117070820505,"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."}}