{"id":"W6958018138","doi":"10.60692/cb7h1-jt379","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":"Greater South Information System","topic":"Hemodynamic Monitoring and Therapy","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centres Intégré Universitaires de Santé et de Services Sociaux","funders":"","keywords":"Observational study; Critically ill; Resuscitation; Sepsis; Intensive care; Intensive care unit; Prospective cohort study","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":[0.0003475469,0.0001008725,0.0002584337,0.0002253112,0.00002012586,0.00002738068,0.00003813918,0.0000464765,0.000004917015],"category_scores_gemma":[0.000201577,0.00008075857,0.00002935786,0.0001659852,0.00004444779,0.0002685817,0.00001705725,0.000076997,0.000007064643],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008526567,"about_ca_system_score_gemma":0.00007131662,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001611603,"about_ca_topic_score_gemma":2.129144e-7,"domain_scores_codex":[0.9987255,0.00008762196,0.0006674022,0.0001119457,0.0002938435,0.0001136402],"domain_scores_gemma":[0.9985447,0.00004770668,0.0001119033,0.0001305961,0.001115632,0.0000494491],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001495892,0.0001367837,0.5824212,0.002879995,0.0001668076,0.00002657817,0.4067936,0.0004486512,0.00007496413,0.00006738658,0.000009542496,0.005478588],"study_design_scores_gemma":[0.005790045,0.002364609,0.9076131,0.004396396,0.00008869232,0.00002195589,0.03724609,0.03809365,0.00412959,0.000003764971,0.00004310936,0.0002089762],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966677,0.00001727229,0.001862536,0.00006370538,0.0001796433,0.0009936884,0.0001155905,0.00002822574,0.00007164965],"genre_scores_gemma":[0.9995695,1.706527e-7,0.0002170235,0.00007538059,0.00001727618,0.00005882984,0.00001862327,0.000006718095,0.00003652748],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3695475,"threshold_uncertainty_score":0.3293239,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04580637182035352,"score_gpt":0.2814365058865578,"score_spread":0.2356301340662043,"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."}}