{"id":"W6991174502","doi":"","title":"Evidence summary: What is the utility of lung sonography in COVID-19 pneumonia? [v1.0]","year":2020,"lang":"en","type":"other","venue":"Lenus, The Irish Health Repository (Dr Steevens Hospital Library)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Lung; Ultrasound; Pneumothorax; Economic shortage; Lung ultrasound; Pneumonia; Modalities","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01150228,0.001094553,0.005425361,0.004532847,0.001029447,0.005275178,0.004286464,0.007526665,0.03131579],"category_scores_gemma":[0.1151977,0.001102213,0.007170408,0.004445144,0.001640242,0.004272742,0.002138452,0.005963109,0.006221908],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004598632,"about_ca_system_score_gemma":0.008455092,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008987743,"about_ca_topic_score_gemma":0.01317708,"domain_scores_codex":[0.9851946,0.006250666,0.003627246,0.0008817992,0.003529477,0.0005162089],"domain_scores_gemma":[0.9096687,0.05919021,0.01265129,0.001590551,0.01529931,0.001600016],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.001576522,0.00006272051,0.002096457,0.5915098,0.00486441,0.0001725481,0.0001685871,0.0002886776,0.0002354368,0.002745391,0.07289897,0.3233805],"study_design_scores_gemma":[0.0007684264,0.0002192552,0.003305098,0.8636369,0.004156257,0.0002483966,0.0001818345,0.0001214403,0.0001104862,0.00276174,0.1244457,0.00004448378],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001033468,0.9339122,0.000854043,0.03289645,0.005490063,0.001495558,0.006077128,0.00008190001,0.01815919],"genre_scores_gemma":[0.0256898,0.9207637,0.004260406,0.03545028,0.005340514,0.002095427,0.003777669,0.00009239733,0.002529882],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.03131579,"threshold_uncertainty_score":0.1047618,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03224945896262141,"score_gpt":0.2978679147084923,"score_spread":0.2656184557458708,"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."}}