{"id":"W2008780096","doi":"10.1016/j.cardfail.2008.05.004","title":"High Mortality Without ESCAPE: The Registry of Heart Failure Patients Receiving Pulmonary Artery Catheters Without Randomization","year":2008,"lang":"en","type":"article","venue":"Journal of Cardiac Failure","topic":"Hemodynamic Monitoring and Therapy","field":"Medicine","cited_by":59,"is_retracted":false,"has_abstract":false,"ca_institutions":"Calgary General Hospital; University of Calgary","funders":"National Heart, Lung, and Blood Institute","keywords":"Medicine; Heart failure; Randomization; Population; Internal medicine; Context (archaeology); Clinical trial; Randomized controlled trial; Pulmonary artery; Cardiology; Surgery","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":[0.0008357585,0.0002177224,0.0009020306,0.0001185203,0.0001366925,0.00001844574,0.0001630592,0.000162891,0.00001197967],"category_scores_gemma":[0.0001962676,0.0001399806,0.0005750214,0.0001996024,0.0001536162,0.0001963557,0.00002193842,0.0005509053,0.000002603547],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000978664,"about_ca_system_score_gemma":0.0002066415,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003411953,"about_ca_topic_score_gemma":0.000002387344,"domain_scores_codex":[0.9977345,0.0002975998,0.0007442659,0.0001776794,0.0008120229,0.0002339617],"domain_scores_gemma":[0.9980141,0.0001174967,0.0006892425,0.0004987125,0.000518368,0.0001620613],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009711421,0.0001779674,0.9835285,0.00008326726,0.0006251419,0.00002562727,0.0006253503,0.0002082066,0.006875559,0.00000509655,0.005494722,0.001379406],"study_design_scores_gemma":[0.00792636,0.0004609876,0.9668232,0.0008813898,0.0006722643,0.0009122137,0.0005572851,0.0001503906,0.004820272,0.00006064784,0.01643328,0.000301751],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960454,0.0003334426,0.0002484775,0.001959615,0.0008875472,0.0003460653,0.00001176097,0.00001931882,0.0001483641],"genre_scores_gemma":[0.9967307,0.0002329191,0.001828157,0.0001078866,0.0008910756,0.000006551482,0.00001493935,0.00003662119,0.0001511096],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01670536,"threshold_uncertainty_score":0.5708241,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009671579187658404,"score_gpt":0.2465529538997017,"score_spread":0.2368813747120433,"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."}}