{"id":"W1984463957","doi":"10.1053/jcrc.2001.28194","title":"The use of respiratory variations in right atrial pressure to predict the cardiac output response to PEEP","year":2001,"lang":"en","type":"article","venue":"Journal of Critical Care","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":55,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; Royal Victoria Hospital","funders":"","keywords":"Medicine; Cardiac output; Pulmonary artery catheter; Pulmonary artery; Cardiology; Anesthesia; Pulmonary compliance; Internal medicine; Positive end-expiratory pressure; Hemodynamics; Respiratory system; Lung","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":[0.00167989,0.0001265114,0.0003770955,0.000193903,0.0001345501,0.00005311097,0.0002239932,0.0001175176,0.00006062982],"category_scores_gemma":[0.007832699,0.00006878458,0.0003115944,0.000309213,0.00008722362,0.0001415544,0.00006121739,0.0004242187,0.000008018837],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008097504,"about_ca_system_score_gemma":0.0005090741,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000872298,"about_ca_topic_score_gemma":0.00001855282,"domain_scores_codex":[0.9975482,0.0005566742,0.0007067241,0.000137506,0.0007672885,0.0002836622],"domain_scores_gemma":[0.9967008,0.001344504,0.0001014671,0.000405856,0.001075631,0.0003716988],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.2097884,0.00179347,0.2841859,0.001422254,0.001726053,0.009319326,0.05576465,0.004107109,0.1388283,0.03452454,0.1855518,0.07298815],"study_design_scores_gemma":[0.001219322,0.002604514,0.04999552,0.0001194772,0.0004884469,0.00006343461,0.00163059,0.00001850321,0.001847916,0.0001448248,0.9417608,0.000106613],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.962393,0.002889592,0.001915809,0.02887334,0.002181388,0.001091787,0.0001124175,0.00001709975,0.0005255914],"genre_scores_gemma":[0.9961707,0.000008003473,0.0005675795,0.001673598,0.001030441,0.000009403074,7.796731e-7,0.00001835043,0.0005211577],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.756209,"threshold_uncertainty_score":0.9377037,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05188948918079293,"score_gpt":0.3375462380633928,"score_spread":0.2856567488825999,"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."}}