{"id":"W3093246865","doi":"10.1016/j.annemergmed.2020.10.008","title":"Lung Ultrasonography for the Diagnosis of SARS-CoV-2 Pneumonia in the Emergency Department","year":2020,"lang":"en","type":"article","venue":"Annals of Emergency Medicine","topic":"Ultrasound in Clinical Applications","field":"Medicine","cited_by":58,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Medicine; Emergency department; Pneumonia; Coronavirus disease 2019 (COVID-19); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Ultrasonography; 2019-20 coronavirus outbreak; Betacoronavirus; Lung; Emergency medicine; Lung ultrasound; Intensive care medicine; Medical emergency; Radiology; Virology; Internal medicine; Infectious disease (medical specialty); Outbreak","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":[0.001057345,0.0008238582,0.0008143437,0.002700731,0.000753685,0.000926511,0.0006271519,0.002095039,0.003674467],"category_scores_gemma":[0.003955768,0.0004414698,0.0007266146,0.000620396,0.0006852777,0.00124935,0.0005574333,0.001781801,0.0009655972],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006508749,"about_ca_system_score_gemma":0.001531628,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00222164,"about_ca_topic_score_gemma":0.003237522,"domain_scores_codex":[0.9993081,0.0001994557,0.0001120378,0.00006624792,0.0001290357,0.0001852447],"domain_scores_gemma":[0.99899,0.0003563442,0.0001187145,0.00004730455,0.0002035249,0.0002841052],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002101495,0.0006796103,0.6098223,0.0006320372,0.0001315137,0.3130776,0.0004906439,0.0005558245,0.01673527,0.0006765932,0.008330902,0.04676628],"study_design_scores_gemma":[0.0003079931,0.002511902,0.3721653,0.001636237,0.0004446132,0.5807346,0.003592054,0.01019105,0.01415267,0.001544317,0.01258552,0.0001338999],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9383801,0.02157317,0.005124636,0.009010234,0.0006908758,0.0004674064,0.0004711427,0.0002158355,0.02406657],"genre_scores_gemma":[0.9878743,0.005151846,0.003350896,0.001794586,0.0006907686,0.00004540398,0.0002322958,0.00001509213,0.0008447024],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003674467,"threshold_uncertainty_score":0.01229233,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.290433074217646,"score_gpt":0.4705226950277382,"score_spread":0.1800896208100923,"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."}}