{"id":"W4404527706","doi":"10.1148/radiol.233374","title":"Interstitial Lung Abnormalities on Unselected Abdominal and Thoracoabdominal CT Scans in 21 118 Patients","year":2024,"lang":"en","type":"article","venue":"Radiology","topic":"Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital","funders":"","keywords":"Medicine; Lung; Radiology; Nuclear medicine; 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":[0.0002797748,0.0003537486,0.0004334823,0.001178993,0.0004662117,0.0005016591,0.0003614687,0.0004083211,0.001596421],"category_scores_gemma":[0.002975345,0.0004583042,0.000182292,0.0008256425,0.0004545676,0.0003458932,0.0004047046,0.0002844173,0.0003144916],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002719207,"about_ca_system_score_gemma":0.000236849,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003597732,"about_ca_topic_score_gemma":0.004340599,"domain_scores_codex":[0.9995338,0.00007517059,0.00006164129,0.00009918544,0.0001178671,0.000112473],"domain_scores_gemma":[0.9989302,0.0003353045,0.0003528609,0.00009558154,0.0001078645,0.0001781951],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009864012,0.0000310705,0.9959683,0.000006824666,0.00001288698,0.001751061,0.0001361601,0.00001692057,0.0007869081,0.000009219307,0.00006016251,0.001121721],"study_design_scores_gemma":[0.00001604094,0.0001245212,0.9920545,0.000005406506,0.00001571911,0.007042327,0.0002029152,0.00007494634,0.0002237452,0.00001016979,0.0002248846,0.000004827917],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999511,0.0001133725,0.00002856541,0.000008524141,0.000001581156,0.000006349168,0.0001053958,0.000002240694,0.0002230926],"genre_scores_gemma":[0.9994165,0.00007577136,0.00005606303,0.00002717246,0.000009468687,0.000008328092,0.0003262905,0.000002614911,0.00007796581],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003597732,"threshold_uncertainty_score":0.007153571,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005186539135111853,"score_gpt":0.2604869684528328,"score_spread":0.2553004293177209,"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."}}