{"id":"W4404749407","doi":"10.1186/s13089-024-00395-0","title":"VExUS: common misconceptions, clinical use and future directions","year":2024,"lang":"en","type":"article","venue":"The Ultrasound Journal","topic":"Hemodynamic Monitoring and Therapy","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier de l’Université de Montréal; Montreal Heart Institute; Institut national de psychiatrie légale Philippe-Pinel","funders":"","keywords":"Perspective (graphical); Context (archaeology); Medicine; Clinical Practice; Engineering ethics; Psychology; Intensive care medicine; Family medicine","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":[0.0006612811,0.00009119646,0.0001597579,0.00004922758,0.0003229833,0.0002590331,0.00005690163,0.00007707092,0.0001328059],"category_scores_gemma":[0.00008414588,0.0000513779,0.0001191466,0.0001128374,0.0001363522,0.00011642,0.000007567796,0.0008848023,0.00002852049],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003915067,"about_ca_system_score_gemma":0.00007181549,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001805296,"about_ca_topic_score_gemma":0.000005262834,"domain_scores_codex":[0.9991897,0.0001452163,0.0002534968,0.0001152781,0.0001492795,0.0001469811],"domain_scores_gemma":[0.9988741,0.0007286854,0.00003427119,0.0001694447,0.00004040428,0.0001530671],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003036296,0.000354473,0.2734098,0.00007601112,0.001255497,0.0002552371,0.005922113,0.000004921778,0.004915824,0.003098555,0.02980491,0.680599],"study_design_scores_gemma":[0.0004443329,0.0001616603,0.1681376,0.0001671233,0.0001557914,0.00844297,0.0006429152,0.00007916284,0.00002542554,0.001077318,0.8205864,0.0000793177],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9804572,0.009668197,0.0001272106,0.006048885,0.003008019,0.00008381837,0.000007821681,0.00006792796,0.0005308527],"genre_scores_gemma":[0.9636986,0.02510791,0.0003890744,0.0003470775,0.008433213,0.000002797099,0.000004759008,0.00001999129,0.001996632],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7907815,"threshold_uncertainty_score":0.3844075,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03857030797566287,"score_gpt":0.3618174358159283,"score_spread":0.3232471278402655,"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."}}