{"id":"W2073733456","doi":"10.1097/ccm.0b013e318218a045","title":"Pulmonary artery catheters: Evolving rates and reasons for use*","year":2011,"lang":"en","type":"article","venue":"Critical Care Medicine","topic":"Hemodynamic Monitoring and Therapy","field":"Medicine","cited_by":95,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Intensive care medicine; Pulmonary artery; Pulmonary artery catheter; Cardiology; Internal medicine; Cardiac output; Hemodynamics","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":[0.0001698757,0.0001550051,0.0003253222,0.00007970885,0.00009397842,0.00001070157,0.00005035023,0.00009689101,0.000098056],"category_scores_gemma":[0.001028124,0.0001143805,0.00005672413,0.00006733012,0.0003691553,0.00009054885,0.00001842214,0.000159606,0.000004091463],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004000547,"about_ca_system_score_gemma":0.00003494915,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008256604,"about_ca_topic_score_gemma":0.000001851858,"domain_scores_codex":[0.9990203,0.00003093266,0.0002005285,0.0002869533,0.000159939,0.0003013136],"domain_scores_gemma":[0.9986288,0.0005248361,0.00001671129,0.0002616844,0.0002568838,0.0003110655],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002736817,0.001048944,0.5336941,0.007321984,0.0004572951,0.002962824,0.03583779,1.520366e-7,0.04155966,0.02029925,0.0074272,0.3466539],"study_design_scores_gemma":[0.02164124,0.02319679,0.7323763,0.01549915,0.0044379,0.008773308,0.08943338,0.01088478,0.01653382,0.02097275,0.05318736,0.003063209],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9543127,0.01232006,0.009931281,0.006831133,0.001701953,0.0009850306,0.00004415417,0.0003034373,0.0135703],"genre_scores_gemma":[0.9944516,0.00007265522,0.003803961,0.0006475201,0.0007008464,0.00004755932,0.00003046665,0.00003212581,0.0002132068],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3435907,"threshold_uncertainty_score":0.4664302,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06370691233057874,"score_gpt":0.3396187657779542,"score_spread":0.2759118534473755,"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."}}