{"id":"W3215613023","doi":"10.1002/jum.15894","title":"Lung Ultrasound for Pleural Line Abnormalities, Confluent <scp>B‐Lines,</scp> and Consolidation","year":2021,"lang":"en","type":"article","venue":"Journal of Ultrasound in Medicine","topic":"Ultrasound in Clinical Applications","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Intraclass correlation; Nuclear medicine; Confidence interval; Reproducibility; Kappa; Second line; Pleural disease; Lung; Radiology; First line; Respiratory disease; Internal medicine","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":[0.01714729,0.001005022,0.0006461611,0.002530218,0.0004432176,0.001204104,0.001464031,0.001504593,0.001793598],"category_scores_gemma":[0.03387086,0.0002749575,0.0008973209,0.000930864,0.00121017,0.001305006,0.001582252,0.001354183,0.001165527],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004565354,"about_ca_system_score_gemma":0.0009477798,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001088687,"about_ca_topic_score_gemma":0.001334599,"domain_scores_codex":[0.9909,0.004052463,0.001772274,0.001361414,0.0016222,0.0002916814],"domain_scores_gemma":[0.9717738,0.0120727,0.004720431,0.003997114,0.006745147,0.0006907724],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008258215,0.0001574136,0.8661543,0.0006865939,0.0002596148,0.001454979,0.003384206,0.001361005,0.02140339,0.0006148549,0.002865082,0.1008327],"study_design_scores_gemma":[0.0001728757,0.001044757,0.9259191,0.0006613708,0.0003894972,0.01970719,0.001874375,0.01004436,0.03280316,0.001926365,0.005310877,0.0001460603],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8414741,0.004285676,0.136932,0.001275211,0.000208477,0.001142291,0.0008327296,0.001034998,0.01281455],"genre_scores_gemma":[0.9561826,0.0005302257,0.04136497,0.0002831975,0.00005913356,0.0002393251,0.0005216501,0.0001190862,0.0006997889],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01714729,"threshold_uncertainty_score":0.09068459,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04242653820765355,"score_gpt":0.3593058997098673,"score_spread":0.3168793615022137,"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."}}