{"id":"W2085115436","doi":"10.1097/mcp.0b013e3283568026","title":"Comparative manifestations and diagnostic accuracy of high-resolution computed tomography in usual interstitial pneumonia and nonspecific interstitial pneumonia","year":2012,"lang":"en","type":"review","venue":"Current Opinion in Pulmonary Medicine","topic":"Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Honeycombing; Medicine; Usual interstitial pneumonia; High-resolution computed tomography; Idiopathic interstitial pneumonia; Radiology; Idiopathic pulmonary fibrosis; Differential diagnosis; Pathology; Pneumonia; Feature (linguistics); Lung; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004425083,0.0008166627,0.002894895,0.001721194,0.00009753728,0.00002209631,0.0002471904,0.0003470202,0.00007330172],"category_scores_gemma":[0.0002453778,0.0006977849,0.0002782663,0.0008958936,0.0010108,0.0003161762,0.0002844948,0.001148721,0.000009712359],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002907988,"about_ca_system_score_gemma":0.0002515017,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00033027,"about_ca_topic_score_gemma":0.0000273744,"domain_scores_codex":[0.9956301,0.0004759346,0.001899739,0.0008806241,0.0005150071,0.0005985649],"domain_scores_gemma":[0.9967099,0.001531358,0.0007394272,0.0004152211,0.0001570049,0.0004470706],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.003408929,0.003776767,0.005797268,0.1347935,0.0004735216,0.0005271714,0.002840048,0.00001351019,0.00005578738,0.003250939,0.001187432,0.8438752],"study_design_scores_gemma":[0.006143179,0.008103423,0.07026077,0.5444553,0.003603029,0.00356831,0.001655357,0.002201715,0.000001356439,0.0004336945,0.3575269,0.002046887],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001887615,0.9890365,0.000307614,0.0001971735,0.005689913,0.002166652,0.0005145277,0.00004721773,0.0001527981],"genre_scores_gemma":[0.2252412,0.7707403,0.000073477,0.00001105366,0.001404213,0.000189529,0.002285375,0.00004869727,0.000006061759],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8418282,"threshold_uncertainty_score":0.9995473,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09225640749419631,"score_gpt":0.3827023153172218,"score_spread":0.2904459078230255,"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."}}