{"id":"W2091063364","doi":"10.1097/00000539-200205000-00003","title":"The Use of and Preferences for the Transesophageal Echocardiogram and Pulmonary Artery Catheter Among Cardiovascular Anesthesiologists","year":2002,"lang":"en","type":"article","venue":"Anesthesia & Analgesia","topic":"Hemodynamic Monitoring and Therapy","field":"Medicine","cited_by":56,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; Health Sciences Centre; University of Alberta; SickKids Foundation; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Pulmonary artery catheter; Transesophageal echocardiogram; Catheter; Cardiology; Pulmonary artery; Internal medicine; Intensive care medicine; Surgery; Hemodynamics; Cardiac output","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004683059,0.0002070766,0.0004269936,0.00005371509,0.0002750044,0.00006172973,0.0001282187,0.0001248914,0.000003061711],"category_scores_gemma":[0.00002822283,0.0001088356,0.0003296077,0.0001182691,0.0005255502,0.00008677333,0.000008660492,0.0001523253,8.745661e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001009684,"about_ca_system_score_gemma":0.00001296105,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001573303,"about_ca_topic_score_gemma":0.000004512367,"domain_scores_codex":[0.9987738,0.0001446042,0.0002602101,0.0003033207,0.0002355773,0.0002824646],"domain_scores_gemma":[0.9985449,0.0006824562,0.00007079491,0.0005375789,0.00006592259,0.0000983059],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0003828951,0.0001965028,0.4886356,0.0001987124,0.001753733,0.0004581244,0.0009916981,0.0001707164,0.0001529143,0.0001411072,0.000282509,0.5066355],"study_design_scores_gemma":[0.0006268219,0.0006042225,0.9641397,0.00008647377,0.0006608951,0.00129699,0.0001722258,0.01251228,0.0001452248,0.0001701901,0.0193942,0.0001908016],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9773009,0.02074445,0.000351234,0.0008604966,0.00002268015,0.0006560824,0.000001808677,0.00003878512,0.00002355754],"genre_scores_gemma":[0.9898971,0.009328683,0.0002263972,0.0001225465,0.0001180579,0.00009973282,0.000003394059,0.00002518119,0.000178901],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5064447,"threshold_uncertainty_score":0.4438186,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04805422986996841,"score_gpt":0.2446923344851832,"score_spread":0.1966381046152147,"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."}}