{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001740087,0.0001210642,0.0003018345,0.00003471366,0.000278771,0.00001258798,0.0002244151,0.0000660124,0.003274851],"category_scores_gemma":[0.003019675,0.0001181121,0.0001841985,0.0001603702,0.00007172859,0.00004333373,0.0001013891,0.0002501907,0.000008494409],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002874006,"about_ca_system_score_gemma":0.0001956184,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001813637,"about_ca_topic_score_gemma":0.00002989619,"domain_scores_codex":[0.9987274,0.00004560178,0.0004554189,0.0003202773,0.0002568708,0.0001944767],"domain_scores_gemma":[0.9955615,0.003420466,0.0002023255,0.000509787,0.0001029915,0.0002029354],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007822649,0.001234111,0.8643826,0.0008255258,0.0006879096,0.000004756898,0.01240143,0.0001979983,0.07888424,0.01015855,0.02861622,0.001824383],"study_design_scores_gemma":[0.01287701,0.001976036,0.1868095,0.0001203733,0.001837154,0.00005293449,0.01921538,0.0009421086,0.006236227,0.03889555,0.7300797,0.0009580869],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9792863,0.001847639,0.01383838,0.0008819746,0.0003090727,0.001206701,0.001439174,0.0001298449,0.00106095],"genre_scores_gemma":[0.9864889,0.00001982852,0.007784505,0.003790024,0.0002342955,0.0005556773,0.0009459655,0.00003327154,0.000147578],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7014634,"threshold_uncertainty_score":0.9976363,"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."}}