{"id":"W2327058836","doi":"10.1097/ta.0b013e318232e7c1","title":"The Use of the Radiographic Appearance of the Azygos Vein to Assess Volume Status in Trauma Patients","year":2011,"lang":"en","type":"article","venue":"The Journal of Trauma: Injury, Infection, and Critical Care","topic":"Hemodynamic Monitoring and Therapy","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Joseph's Hospital; Sturgeon Community Hospital; University of Calgary; University of Alberta","funders":"","keywords":"Medicine; Hypovolemia; Radiography; Resuscitation; Heart rate; Intravascular volume status; Radiology; Blood pressure; Population; Nuclear medicine; Cardiology; Surgery; Internal 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003119285,0.0003787379,0.0002863076,0.001784849,0.0001970805,0.000898916,0.0004325834,0.0004865848,0.0006305724],"category_scores_gemma":[0.01702791,0.0002067599,0.0002298288,0.0004965767,0.0005913805,0.0007734895,0.0005402139,0.0005447128,0.0002213744],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002310929,"about_ca_system_score_gemma":0.0003469151,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005701738,"about_ca_topic_score_gemma":0.0007612403,"domain_scores_codex":[0.9982858,0.0008198868,0.0002314113,0.0001968614,0.0003665532,0.00009936353],"domain_scores_gemma":[0.9889709,0.00384978,0.004784978,0.0003954502,0.001535534,0.0004633367],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003213597,0.00005319876,0.9923316,0.00002604951,0.00001997219,0.00009902478,0.00008947679,0.0001139032,0.001441392,0.0000169971,0.00006922108,0.005417842],"study_design_scores_gemma":[0.00003866024,0.002043237,0.9898637,0.00003403779,0.00005377721,0.002258373,0.000280527,0.001768167,0.003225825,0.0000566481,0.0003592953,0.00001768208],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973459,0.000443902,0.001041785,0.00005536151,0.00002017633,0.00005089728,0.00007335117,0.00001561959,0.0009529164],"genre_scores_gemma":[0.9985635,0.00009375429,0.001166274,0.00001747747,0.0000261629,0.00002028012,0.00005692942,0.000002774295,0.00005281606],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003119285,"threshold_uncertainty_score":0.0164966,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04995910024472746,"score_gpt":0.3054977934228293,"score_spread":0.2555386931781019,"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."}}