{"id":"W4405797500","doi":"10.1007/s40140-024-00682-5","title":"Point-of-Care Ultrasound in Trauma and the Evolving Role of the Anesthesiologist: A Narrative Review of Emerging Topic Trends","year":2024,"lang":"en","type":"review","venue":"Current anesthesiology reports","topic":"Ultrasound in Clinical Applications","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Sunnybrook Health Science Centre; Ottawa Hospital; Toronto East General Hospital; University of Ottawa","funders":"","keywords":"Anesthesiology; Medicine; Point of care ultrasound; Narrative review; Pain medicine; Intensive care medicine; Trauma care; Observational study; Medical physics; Medical emergency; Ultrasound; Radiology; Pathology","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":[0.001458427,0.0004198057,0.003468893,0.0001983087,0.00005805084,0.00000491432,0.0003289559,0.0003455011,0.00008411153],"category_scores_gemma":[0.003096223,0.0001969716,0.001045591,0.0008543148,0.001417023,0.00003124625,0.0001106744,0.0008994228,0.000001371659],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005941624,"about_ca_system_score_gemma":0.0003329348,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001963154,"about_ca_topic_score_gemma":0.000008324724,"domain_scores_codex":[0.9954727,0.0006955295,0.002721076,0.0006214027,0.0002508851,0.0002384598],"domain_scores_gemma":[0.9935822,0.00279662,0.002175731,0.001167522,0.0002207604,0.00005712845],"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":[0.00003422079,0.0001962076,0.01413431,0.1459663,0.000227996,0.00003947408,0.002537087,1.778759e-7,0.000005428913,0.000806948,0.0004498451,0.835602],"study_design_scores_gemma":[0.0004461994,0.0003732908,0.01180724,0.2656358,0.005499363,0.004098671,0.0009257377,0.000001729048,0.00001271058,0.002379958,0.7084551,0.0003641363],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0106993,0.9868312,3.314747e-7,0.0002416157,0.0002009588,0.001565713,0.00001026561,0.00001748529,0.0004330575],"genre_scores_gemma":[0.01496046,0.9842885,0.00005641507,0.00004831531,0.00007982075,0.0003434133,0.0001049995,0.0000314497,0.00008670298],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8352379,"threshold_uncertainty_score":0.8032268,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04389797371845747,"score_gpt":0.3963828542979678,"score_spread":0.3524848805795103,"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."}}