{"id":"W3185806670","doi":"10.3390/diagnostics11081351","title":"A Comparison of Lung Ultrasound and Computed Tomography in the Diagnosis of Patients with COVID-19: A Systematic Review and Meta-Analysis","year":2021,"lang":"en","type":"review","venue":"Diagnostics","topic":"Ultrasound in Clinical Applications","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Impact","funders":"","keywords":"Medicine; Receiver operating characteristic; Confidence interval; Diagnostic odds ratio; Meta-analysis; Coronavirus disease 2019 (COVID-19); Cochrane Library; Pneumonia; Odds ratio; Area under the curve; Radiology; Ultrasound; Nuclear medicine; Internal medicine; Disease","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.000926488,0.0003958039,0.01048336,0.0003231508,0.00004579193,0.0000241879,0.0002634774,0.0001875423,0.00007460922],"category_scores_gemma":[0.01261987,0.0002091686,0.001158189,0.002821583,0.0003214919,0.00002402371,0.0000656175,0.0003934196,5.646207e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003566312,"about_ca_system_score_gemma":0.0001623081,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004306765,"about_ca_topic_score_gemma":0.00005331942,"domain_scores_codex":[0.9958644,0.0007883306,0.002195003,0.0004651618,0.0005211466,0.0001659488],"domain_scores_gemma":[0.9502736,0.0466486,0.001575405,0.0009765208,0.0003422072,0.0001836779],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.000001880783,0.001067269,0.1416497,0.7977903,0.05844162,0.000003357125,0.0001821869,0.000001116431,1.148888e-9,0.0001909075,0.0005452601,0.0001264553],"study_design_scores_gemma":[0.0002690036,0.0001472666,0.004352406,0.04524003,0.9431462,0.00000929212,0.00005566825,0.000003211019,6.351269e-8,0.00001478422,0.006568884,0.0001931603],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00009217255,0.9926146,0.0002876632,0.0001735676,0.000006932039,0.005773572,0.001031946,0.000009220244,0.00001027472],"genre_scores_gemma":[0.002045586,0.9929252,0.001054403,0.0009187289,0.000006281667,0.00184401,0.001178679,0.00002490117,0.000002200685],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8847046,"threshold_uncertainty_score":0.9956973,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1307667521440493,"score_gpt":0.441166248574372,"score_spread":0.3103994964303227,"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."}}