{"id":"W4379517520","doi":"10.1136/annrheumdis-2023-eular.4646","title":"POS0929 VALUE OF LUNG ULTRASOUND FOR THE DETECTION OF INTERSTITIAL LUNG DISEASE IN PATIENTS WITH RHEUMATOID ARTHRITIS","year":2023,"lang":"en","type":"article","venue":"Annals of the Rheumatic Diseases","topic":"Ultrasound in Clinical Applications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Abbott (Canada)","funders":"","keywords":"Medicine; Interstitial lung disease; Rheumatoid arthritis; Gold standard (test); Radiology; Lung; High-resolution computed tomography; 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":[0.001107362,0.0006504317,0.0007097201,0.0009735688,0.0003414,0.00108938,0.0003980117,0.00118226,0.004242061],"category_scores_gemma":[0.003792729,0.0002647717,0.0006732544,0.0006099246,0.0003210231,0.0005568805,0.0004542973,0.000783472,0.001846724],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001954849,"about_ca_system_score_gemma":0.0002525623,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005953151,"about_ca_topic_score_gemma":0.0007595674,"domain_scores_codex":[0.9991713,0.0003047025,0.0001067565,0.0001353119,0.0002048821,0.00007720332],"domain_scores_gemma":[0.9974326,0.001274346,0.0004097597,0.0001050361,0.0004429206,0.0003353402],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00284187,0.0001440868,0.9708084,0.0001440216,0.0002445399,0.0005277816,0.00005883243,0.0002262466,0.005767698,0.0001031083,0.0007529469,0.01838052],"study_design_scores_gemma":[0.0001113999,0.001235592,0.9890021,0.00006644456,0.0003948051,0.001948871,0.0001778525,0.002602312,0.001760557,0.0002738677,0.002392352,0.0000338309],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9788512,0.007337921,0.0007143539,0.0005099744,0.0002617109,0.00004368393,0.001375098,0.00005759738,0.01084846],"genre_scores_gemma":[0.996928,0.0006246798,0.0005343141,0.0001467075,0.0001598481,0.00001880496,0.0006743043,0.000008679423,0.0009046909],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004242061,"threshold_uncertainty_score":0.01419109,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0229265660099408,"score_gpt":0.3175714837018376,"score_spread":0.2946449176918968,"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."}}