{"id":"W4214638058","doi":"10.4329/wjr.v14.i2.47","title":"Diagnostic accuracy of thoracic imaging modalities for the detection of COVID-19","year":2022,"lang":"en","type":"article","venue":"World Journal of Radiology","topic":"Ultrasound in Clinical Applications","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital","funders":"","keywords":"Medicine; Coronavirus disease 2019 (COVID-19); Radiology; Meta-analysis; Radiography; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Diagnostic accuracy; Nuclear medicine; Internal medicine; Pathology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01772775,0.00162775,0.006961679,0.004407776,0.0004732499,0.003459613,0.001499007,0.002494067,0.002617867],"category_scores_gemma":[0.09195913,0.001137426,0.01847225,0.003442547,0.001023418,0.002015483,0.001173391,0.002310881,0.0003520872],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001810054,"about_ca_system_score_gemma":0.002262966,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006892692,"about_ca_topic_score_gemma":0.009155904,"domain_scores_codex":[0.9812762,0.008674427,0.005056767,0.001974139,0.002589521,0.0004290002],"domain_scores_gemma":[0.909296,0.07633021,0.007783438,0.001454436,0.004768022,0.0003678547],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"observational","study_design_scores_codex":[0.01245341,0.0001245246,0.1059167,0.3890612,0.301282,0.0003122244,0.0003869045,0.001239272,0.0007932704,0.0006427512,0.006089682,0.1816981],"study_design_scores_gemma":[0.001868532,0.001201032,0.1000241,0.1311503,0.7438444,0.001216602,0.000301301,0.001531737,0.001231012,0.001348778,0.01608799,0.000194211],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.006793342,0.9907864,0.0003480925,0.000572756,0.000227436,0.00008242453,0.0004612655,0.000009729889,0.000718471],"genre_scores_gemma":[0.3422548,0.6471941,0.003658497,0.002437092,0.001430601,0.0003030174,0.002207564,0.00004602108,0.0004682989],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01772775,"threshold_uncertainty_score":0.09375441,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04888185393296036,"score_gpt":0.3994338146873509,"score_spread":0.3505519607543905,"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."}}