{"id":"W2136176226","doi":"10.1148/radiol.2411050928","title":"Usual Interstitial Pneumonia and Chronic Idiopathic Interstitial Pneumonia: Analysis of CT Appearance in 92 Patients","year":2006,"lang":"en","type":"article","venue":"Radiology","topic":"Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis","field":"Medicine","cited_by":123,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver General Hospital; University of British Columbia","funders":"Radiological Society of North America","keywords":"Honeycombing; Medicine; Usual interstitial pneumonia; Odds ratio; Univariate analysis; Idiopathic interstitial pneumonia; Ground-glass opacity; Interstitial lung disease; Pneumonia; Internal medicine; Pathology; Radiology; Multivariate analysis; Lung","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":[0.0002183847,0.000287012,0.001055659,0.0006834829,0.0000554492,0.00001267383,0.0001592149,0.0001563681,0.00005149401],"category_scores_gemma":[0.000063457,0.0002729328,0.0003235828,0.0005737388,0.0004547258,0.0001311259,0.0001021822,0.0003438117,0.00001002167],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003165553,"about_ca_system_score_gemma":0.0001397808,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008158481,"about_ca_topic_score_gemma":0.0003731521,"domain_scores_codex":[0.9978371,0.0001693214,0.0007431585,0.0005561291,0.0002160339,0.0004782698],"domain_scores_gemma":[0.9992051,0.00004746834,0.0002088485,0.0003090236,0.00009629891,0.0001332969],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.009800675,0.001607412,0.9093475,0.001163303,0.001573615,0.001329348,0.0005041811,0.001142213,0.06326324,0.003976208,0.0003228038,0.005969559],"study_design_scores_gemma":[0.003793029,0.007546423,0.9715448,0.0008339952,0.001746868,0.0002696653,0.0001008585,0.0126049,0.0004826031,0.0001790239,0.0004599334,0.00043792],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950148,0.002963872,0.0003257319,0.0002620518,0.0004492106,0.000299503,0.0001096106,0.00003672769,0.0005384288],"genre_scores_gemma":[0.9989946,0.0001780719,0.00002810979,0.0001506945,0.0003813553,0.00002377801,0.0001617577,0.00002625407,0.00005538064],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06278063,"threshold_uncertainty_score":0.9999723,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004412238254119796,"score_gpt":0.2330483298900295,"score_spread":0.2286360916359097,"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."}}