{"id":"W2107051779","doi":"10.1148/radiol.2361031674","title":"Idiopathic Interstitial Pneumonias: CT Features","year":2005,"lang":"en","type":"review","venue":"Radiology","topic":"Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis","field":"Medicine","cited_by":378,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver General Hospital; University of British Columbia","funders":"","keywords":"Medicine; Honeycombing; Cryptogenic Organizing Pneumonia; Pathology; Usual interstitial pneumonia; Interstitial lung disease; Idiopathic interstitial pneumonia; Ground-glass opacity; Reticular connective tissue; Bronchiectasis; Bronchiolitis obliterans organizing pneumonia; Lung; Bronchiolitis; Bronchiolitis obliterans; Respiratory system; Anatomy; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002528251,0.0007399899,0.003408386,0.0003855976,0.0001089572,0.00002853877,0.0003898703,0.000576598,0.0003533515],"category_scores_gemma":[0.0001399023,0.0005667597,0.001703272,0.0002202799,0.0002930717,0.00006751224,0.0001453878,0.001302298,0.0007067763],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004702093,"about_ca_system_score_gemma":0.0007375455,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002954199,"about_ca_topic_score_gemma":0.000005029258,"domain_scores_codex":[0.9970381,0.0003476276,0.0008751819,0.0008305795,0.0002291397,0.0006793376],"domain_scores_gemma":[0.9984032,0.0001089212,0.0003357208,0.0007170896,0.00006749031,0.0003675918],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003873625,0.0001413982,0.0000025645,0.01341717,0.0004749731,0.002517685,0.00002811127,3.464009e-7,0.000003508583,0.0009198091,0.01157563,0.9705315],"study_design_scores_gemma":[0.0003300119,0.001962102,0.000009874613,0.02045334,0.002754336,0.02806097,0.00001175559,0.000005702851,3.369024e-7,0.00002366789,0.9459253,0.0004626246],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0000114225,0.9914228,0.00002277581,0.0002333455,0.001705016,0.0008437127,0.0001672698,0.0001796884,0.005414004],"genre_scores_gemma":[0.0008861549,0.9899891,0.00008802818,0.0005163749,0.005606397,0.0001449417,0.0005001865,0.0001279579,0.002140837],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9700688,"threshold_uncertainty_score":0.9996784,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02927464109990058,"score_gpt":0.3403123845613428,"score_spread":0.3110377434614423,"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."}}