{"id":"W2112969978","doi":"10.1148/radiol.2471070369","title":"Nonspecific Interstitial Pneumonia and Idiopathic Pulmonary Fibrosis: Changes in Pattern and Distribution of Disease over Time","year":2008,"lang":"en","type":"article","venue":"Radiology","topic":"Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis","field":"Medicine","cited_by":209,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver General Hospital; University of British Columbia","funders":"","keywords":"Medicine; Idiopathic pulmonary fibrosis; Pulmonary fibrosis; Pneumonia; Interstitial lung disease; Pathology; Distribution (mathematics); Interstitial pneumonia; Pulmonary disease; Usual interstitial pneumonia; Fibrosis; Disease; Lung; 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":[],"consensus_categories":[],"category_scores_codex":[0.0001075884,0.0001712434,0.000430969,0.0001132419,0.00005843082,0.000004379327,0.00005458849,0.0001230073,0.00005150216],"category_scores_gemma":[0.00004444295,0.0001573102,0.00006560364,0.00009280851,0.0004350267,0.00006834703,0.00007148025,0.00016308,0.000007046421],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006323832,"about_ca_system_score_gemma":0.00005901226,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006790602,"about_ca_topic_score_gemma":0.000007518833,"domain_scores_codex":[0.998947,0.00009506717,0.0002643995,0.0003363901,0.0001079786,0.0002491536],"domain_scores_gemma":[0.999457,0.00004415485,0.00007782649,0.0001799653,0.00003454741,0.0002065248],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01891341,0.0008132161,0.8339065,0.00154432,0.0001265104,0.003841157,0.0007843009,0.00000688256,0.1280746,0.0004922589,0.001095437,0.01040134],"study_design_scores_gemma":[0.000891877,0.002163112,0.9915727,0.0006317131,0.00009462913,0.001109304,0.00003631022,0.002704038,0.0001800721,0.00009060505,0.0003400646,0.0001855945],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934695,0.004931379,0.00007857525,0.0008093463,0.0001141867,0.0002362279,0.0002597608,0.00002542458,0.00007559641],"genre_scores_gemma":[0.9977139,0.001602885,0.000007864767,0.0001392905,0.0002346882,0.00002291695,0.0001982358,0.00001585184,0.00006442622],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1576662,"threshold_uncertainty_score":0.6414926,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008735157987995314,"score_gpt":0.2239711731354652,"score_spread":0.2152360151474698,"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."}}