{"id":"W4206190664","doi":"10.7759/cureus.21116","title":"Point-of-Care Lung Ultrasound for Differentiating COVID-19 From Influenza","year":2022,"lang":"en","type":"article","venue":"Cureus","topic":"Ultrasound in Clinical Applications","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Context (archaeology); Internal medicine; Coronavirus disease 2019 (COVID-19); Logistic regression; Pleural effusion; Prospective cohort study; Emergency department; Point-of-care testing; Disease; Pathology; Infectious disease (medical specialty)","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":[0.003384209,0.0004659352,0.0003034443,0.001726346,0.0002865299,0.0007068935,0.0005035506,0.0006867203,0.001722365],"category_scores_gemma":[0.01047778,0.0002868535,0.0002872498,0.0005800016,0.0004769001,0.0009875919,0.0008183765,0.0005783631,0.0003953646],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001896684,"about_ca_system_score_gemma":0.0004336666,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007228474,"about_ca_topic_score_gemma":0.001583515,"domain_scores_codex":[0.9982254,0.0009144173,0.0002156888,0.0002306798,0.0002682167,0.0001455887],"domain_scores_gemma":[0.9929963,0.002686443,0.002321448,0.0002685911,0.0009962311,0.0007309883],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001399892,0.00004124661,0.9956095,0.00001764702,0.00001167459,0.00006013149,0.00003376006,0.00003946868,0.0005286827,0.00001265821,0.00009949154,0.003405873],"study_design_scores_gemma":[0.00002824861,0.000748297,0.9949763,0.00004605852,0.00003519424,0.001495544,0.0002813709,0.001478504,0.0005741325,0.00004798504,0.0002779197,0.00001055436],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955484,0.00097748,0.001599494,0.0001719308,0.00002662197,0.0001208156,0.0001873725,0.00002793489,0.001340092],"genre_scores_gemma":[0.9965699,0.0002403975,0.002819236,0.00005029893,0.0000455947,0.00003955726,0.0001661594,0.000002613458,0.00006614835],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003384209,"threshold_uncertainty_score":0.01789761,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05973729076308691,"score_gpt":0.3948588605966865,"score_spread":0.3351215698335996,"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."}}