{"id":"W4224236524","doi":"10.1213/ane.0000000000006010","title":"Pulse Wave Analysis Using the Pressure Recording Analytical Method to Measure Cardiac Output in Pediatric Cardiac Surgery Patients: A Method Comparison Study Using Transesophageal Doppler Echocardiography as Reference Method","year":2022,"lang":"en","type":"article","venue":"Anesthesia & Analgesia","topic":"Hemodynamic Monitoring and Therapy","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Health Services and Policy Research","funders":"","keywords":"Cardiac output; Pulse (music); Measure (data warehouse); Doppler effect; Cardiac surgery; Pulse wave; Doppler echocardiography","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004642589,0.0004832047,0.000535278,0.001028362,0.0002882929,0.0007086097,0.0004342781,0.000441655,0.000777216],"category_scores_gemma":[0.010226,0.0002712503,0.0004499017,0.0008445736,0.0004823138,0.0006944233,0.0006248921,0.000476436,0.0002302739],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003857182,"about_ca_system_score_gemma":0.0004891435,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007403208,"about_ca_topic_score_gemma":0.0006967032,"domain_scores_codex":[0.9948527,0.002341628,0.0005506868,0.001074282,0.0009972468,0.0001834255],"domain_scores_gemma":[0.9895098,0.004787823,0.002824272,0.0009954224,0.001505818,0.0003767667],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001617605,0.0002776158,0.986387,0.00004690932,0.0001326719,0.00007493387,0.0002864288,0.0000716025,0.001179363,0.00003522797,0.00005958721,0.009830943],"study_design_scores_gemma":[0.0001774295,0.006145256,0.9887316,0.00001847427,0.000154896,0.001063713,0.0005538793,0.001325416,0.001364191,0.00003417655,0.0004081815,0.00002284322],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997988,0.0004884156,0.001187132,0.00001220253,0.00001486773,0.00004107049,0.00007087369,0.000005023203,0.0001925285],"genre_scores_gemma":[0.9971986,0.0002736972,0.002181905,0.00002711352,0.00003001348,0.00007414126,0.000144177,0.00000675861,0.00006375433],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004642589,"threshold_uncertainty_score":0.02455264,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06649226841061288,"score_gpt":0.3574349140831028,"score_spread":0.2909426456724899,"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."}}