{"id":"W4391925135","doi":"10.1186/s13054-024-04834-1","title":"Coexistence of a fluid responsive state and venous congestion signals in critically ill patients: a multicenter observational proof-of-concept study","year":2024,"lang":"en","type":"article","venue":"Critical Care","topic":"Hemodynamic Monitoring and Therapy","field":"Medicine","cited_by":88,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centres Intégré Universitaires de Santé et de Services Sociaux","funders":"Agencia Nacional de Investigación y Desarrollo; Pontificia Universidad Católica de Chile","keywords":"Medicine; Resuscitation; Observational study; Sepsis; Intensive care; Critically ill; Intensive care unit; Central venous pressure; Internal medicine; Emergency medicine; Anesthesia; Intensive care medicine; Blood pressure","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":[0.004744337,0.0007470321,0.0008617284,0.0007683497,0.0008866924,0.001234725,0.0006289548,0.0009497273,0.001611498],"category_scores_gemma":[0.005741763,0.0004969822,0.0008740349,0.0005879457,0.00120444,0.001166156,0.001167947,0.000919895,0.0003548566],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006841254,"about_ca_system_score_gemma":0.001374105,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001052079,"about_ca_topic_score_gemma":0.0007909517,"domain_scores_codex":[0.9978883,0.001135999,0.0001847622,0.0003364039,0.0002369228,0.0002176323],"domain_scores_gemma":[0.991975,0.002032726,0.002622795,0.0008723454,0.0009172705,0.001579734],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01298909,0.007612442,0.9710041,0.000207541,0.0003673435,0.0005950679,0.0007821598,0.00007367807,0.00216489,0.00006044161,0.0002731748,0.003870176],"study_design_scores_gemma":[0.003659746,0.05447554,0.9352965,0.00007404514,0.0004474928,0.00167143,0.002070233,0.0006595969,0.0005630439,0.0001076737,0.000913838,0.00006092889],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999227,0.0001333754,0.0001534229,0.00002691938,0.000008679475,0.000213837,0.0001127542,0.00000318094,0.0001207074],"genre_scores_gemma":[0.9985487,0.0001088767,0.0004732636,0.00009117441,0.00005972229,0.0003687159,0.0002853202,0.000002163882,0.00006200962],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004744337,"threshold_uncertainty_score":0.02509075,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04431070102516008,"score_gpt":0.359479352167845,"score_spread":0.3151686511426849,"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."}}