{"id":"W4220952735","doi":"10.1007/s40140-022-00526-0","title":"Is There a Role for Transesophageal Echocardiography in the Perioperative Trauma Patient?","year":2022,"lang":"en","type":"review","venue":"Current anesthesiology reports","topic":"Ultrasound in Clinical Applications","field":"Medicine","cited_by":72,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Health Sciences Centre; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Anesthesiology; Perioperative; Resuscitation; Point of care ultrasound; Intensive care medicine; Intensivist; Anesthesia; Intensive care; Ultrasound; Radiology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008484779,0.0004889107,0.00209219,0.0002313671,0.0002236374,0.00002168825,0.0003065662,0.0003849269,0.0004485929],"category_scores_gemma":[0.0002376616,0.0002962156,0.001858631,0.0006427776,0.0002651539,0.00003434675,0.00002912419,0.001192718,0.00001211694],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007754833,"about_ca_system_score_gemma":0.0003422459,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005565183,"about_ca_topic_score_gemma":0.000001759879,"domain_scores_codex":[0.9963503,0.0005290941,0.001495957,0.0009372999,0.0002902325,0.0003971207],"domain_scores_gemma":[0.9963178,0.001856254,0.0006246436,0.001041295,0.00006430621,0.00009571315],"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":[0.00003215876,0.0006362573,0.004856082,0.002146325,0.0001834874,0.0002702598,0.00127443,2.742482e-7,1.109394e-7,0.00008280129,0.001253342,0.9892645],"study_design_scores_gemma":[0.0002302905,0.0007399074,0.002595022,0.0007174316,0.001208558,0.002185489,0.0001936979,7.856469e-7,3.981246e-7,0.0005416964,0.9913291,0.0002576211],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003986295,0.9895361,0.000009447731,0.0001890528,0.0002937156,0.005375094,0.00008222813,0.00004996648,0.0004780888],"genre_scores_gemma":[0.002055756,0.9857703,0.0001289138,0.0004612811,0.0002344091,0.01009991,0.001141155,0.00006746767,0.00004073559],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9900758,"threshold_uncertainty_score":0.999949,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1138429561102526,"score_gpt":0.4063464932176238,"score_spread":0.2925035371073713,"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."}}