{"id":"W1968574439","doi":"10.1007/s00464-006-9106-7","title":"Validation of esophageal Doppler for noninvasive hemodynamic monitoring under pneumoperitoneum","year":2007,"lang":"en","type":"article","venue":"Surgical Endoscopy","topic":"Hemodynamic Monitoring and Therapy","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Pneumoperitoneum; Medicine; Hepatology; Hemodynamics; Abdominal surgery; Internal medicine; Endoscopy; Cardiology; Radiology; Laparoscopy","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":[0.0004696934,0.0001896549,0.0004081304,0.0001316733,0.00007602396,0.00001196646,0.00009291701,0.0001591097,0.00004523229],"category_scores_gemma":[0.00004427561,0.0001659722,0.0001926623,0.0001934942,0.0000785862,0.00006849074,0.00002156332,0.0001946666,0.00001101591],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001262648,"about_ca_system_score_gemma":0.00008789802,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003209057,"about_ca_topic_score_gemma":6.119609e-7,"domain_scores_codex":[0.9985378,0.00002804578,0.0003771505,0.0003021705,0.0003398244,0.0004150455],"domain_scores_gemma":[0.9988457,0.0004175453,0.0001082918,0.0002736186,0.0001583249,0.0001965282],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.007544272,0.00142152,0.09058924,0.0009234514,0.0006926733,0.0007531907,0.001112274,0.001659674,0.8649101,0.01056167,0.0001111082,0.01972078],"study_design_scores_gemma":[0.006891313,0.000449115,0.004020578,0.0001872447,0.00007044575,0.0001729286,0.0002134815,0.0007805818,0.9853916,0.0004269892,0.001194568,0.0002011731],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9917203,0.0001816085,0.005098146,0.0002008041,0.0009407141,0.0004515733,0.00001438519,0.00008657492,0.001305892],"genre_scores_gemma":[0.9937845,0.00006980579,0.004555913,0.00002077447,0.0008123919,0.00003112392,0.000045335,0.00004337993,0.0006367806],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1204814,"threshold_uncertainty_score":0.6768149,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0208958109630378,"score_gpt":0.329878060888083,"score_spread":0.3089822499250452,"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."}}