{"id":"W4394578998","doi":"10.1016/j.chest.2023.11.023","title":"Hemodynamic Insights From Simultaneous Common Carotid and Internal Jugular Doppler Ultrasonography in a Patient With Hypoxemia and Multiple Organ Dysfunction","year":2024,"lang":"en","type":"article","venue":"CHEST Journal","topic":"Ultrasound in Clinical Applications","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Michael's Hospital; NOSM University; Health Sciences North","funders":"","keywords":"Medicine; Hypoxemia; Cardiology; Acute kidney injury; Anesthesia; Internal medicine; Heart failure; Hemodynamics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000879077,0.0001780713,0.0002792252,0.0001729275,0.00009479951,0.0001261809,0.00006061367,0.0001149443,0.0000395811],"category_scores_gemma":[0.0001538214,0.000126629,0.00005145364,0.0002466824,0.0001700286,0.0001279714,0.00002700555,0.0008423626,0.000007252168],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001070222,"about_ca_system_score_gemma":0.00005918014,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001521023,"about_ca_topic_score_gemma":0.0003159684,"domain_scores_codex":[0.9988693,0.00004014955,0.0003950993,0.0003085246,0.0002128766,0.0001740716],"domain_scores_gemma":[0.9985964,0.0008415477,0.00008467541,0.0001623907,0.00006732601,0.0002476984],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000597283,0.0005565231,0.8652838,0.0002234231,0.0003990113,0.0009783452,0.00499246,0.0002303188,0.1058216,0.00005971106,0.0002229449,0.02063455],"study_design_scores_gemma":[0.00770847,0.002570121,0.9075121,0.002585616,0.0006206792,0.01630485,0.002859591,0.0405997,0.006374176,0.004227133,0.007869303,0.0007683177],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960085,0.001145405,0.001778288,0.0004342617,0.0001485347,0.0002746402,0.00002014011,0.00004776912,0.000142533],"genre_scores_gemma":[0.996267,0.0004017949,0.002858916,0.0001739444,0.0001933746,0.00001079361,0.00003725019,0.00003153856,0.00002540317],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09944741,"threshold_uncertainty_score":0.516378,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008550053232538041,"score_gpt":0.244706266013574,"score_spread":0.236156212781036,"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."}}