{"id":"W1826021990","doi":"10.1002/rcr2.108","title":"Pleuroparenchymal fibroelastosis: a rare interstitial lung disease","year":2015,"lang":"en","type":"article","venue":"Respirology Case Reports","topic":"Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver General Hospital; University of British Columbia","funders":"","keywords":"Medicine; Interstitial lung disease; Idiopathic pulmonary fibrosis; Sarcoidosis; Lung; Pathology; Rare disease; Fibrosis; Pneumothorax; Disease; Radiology; 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":[0.0003180199,0.0002964951,0.0004716107,0.0002040584,0.0001191658,0.00003035353,0.00005562246,0.0001666287,0.0002293996],"category_scores_gemma":[0.0006068242,0.0002657912,0.0003146012,0.0001723799,0.0002188451,0.0001571892,0.0001625429,0.0003098852,0.00005541978],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002044638,"about_ca_system_score_gemma":0.0007035224,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001332931,"about_ca_topic_score_gemma":0.000009739425,"domain_scores_codex":[0.9976917,0.0001458909,0.0006238426,0.0006548061,0.0003723002,0.00051144],"domain_scores_gemma":[0.9974191,0.00004237055,0.0002149654,0.0007114846,0.000249922,0.001362139],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.00915512,0.0002876802,0.01736844,0.0001894513,0.000122482,0.9516531,0.0001550466,0.00004651567,0.0003666694,0.0001264893,0.01976343,0.0007655795],"study_design_scores_gemma":[0.002540302,0.005859617,0.007417968,0.0005760139,0.001522427,0.8998154,0.0003687292,0.004196516,0.0001426633,0.0004226994,0.07641272,0.0007249542],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9878594,0.003345824,0.0005473885,0.001488822,0.001346066,0.0005548901,0.00004818073,0.0002391233,0.004570354],"genre_scores_gemma":[0.9967296,0.00001661705,0.0001277736,0.001236795,0.0008806749,0.00007353359,0.0001060408,0.00004784454,0.0007811059],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05664928,"threshold_uncertainty_score":0.9999794,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02305519430794131,"score_gpt":0.2862990909357341,"score_spread":0.2632438966277928,"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."}}