{"id":"W2135126515","doi":"10.1016/j.ccc.2014.08.004","title":"Invasive Hemodynamic Monitoring","year":2014,"lang":"en","type":"review","venue":"Critical Care Clinics","topic":"Hemodynamic Monitoring and Therapy","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":false,"ca_institutions":"Royal Victoria Hospital; McGill University Health Centre","funders":"","keywords":"Medicine; Pulmonary artery catheter; Hemodynamics; Pulmonary artery; Intensive care medicine; Catheter; Cardiac output; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003403628,0.0005869836,0.002925489,0.0001721172,0.0001223296,0.00005723753,0.0002996749,0.001028953,0.00003908539],"category_scores_gemma":[0.003129716,0.0004919019,0.001187979,0.000225405,0.0002184576,0.00003808862,0.0001088164,0.001560104,0.0004413643],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004112329,"about_ca_system_score_gemma":0.0008656104,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003998455,"about_ca_topic_score_gemma":6.103178e-7,"domain_scores_codex":[0.9969357,0.000223617,0.001062351,0.000756851,0.0004311257,0.0005903838],"domain_scores_gemma":[0.994985,0.002916416,0.0001396391,0.001025037,0.0004040472,0.0005297955],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000007836817,0.00005455233,0.00007668958,0.06750306,0.00009177334,0.0001509353,0.00005267125,1.072168e-7,1.885909e-7,0.0004875164,0.00003938179,0.9315353],"study_design_scores_gemma":[0.0003578455,0.0003482211,0.000008687018,0.03991958,0.001911533,0.0001458975,0.000135694,0.00001757419,0.0000020169,0.0001890221,0.9564831,0.0004808068],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00008684307,0.991942,0.0002721554,0.00005798342,0.004317045,0.0005591396,0.00004400417,0.0002136347,0.002507154],"genre_scores_gemma":[0.001728851,0.9918151,0.001242595,0.00009395897,0.004317448,0.00009929218,0.0001714475,0.0001847089,0.0003465452],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9564437,"threshold_uncertainty_score":0.9997532,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1054837013351123,"score_gpt":0.4805477514659321,"score_spread":0.3750640501308199,"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."}}