{"id":"W2100033365","doi":"10.2214/ajr.04.1663","title":"Idiopathic Interstitial Pneumonias: Prevalence of Mediastinal Lymph Node Enlargement in 206 Patients","year":2006,"lang":"en","type":"article","venue":"American Journal of Roentgenology","topic":"Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis","field":"Medicine","cited_by":120,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver General Hospital","funders":"","keywords":"Medicine; Mediastinal lymphadenopathy; Idiopathic interstitial pneumonia; Idiopathic pulmonary fibrosis; Interstitial lung disease; Pathology; Differential diagnosis; Pneumonia; Lung; 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":[],"consensus_categories":[],"category_scores_codex":[0.0002878885,0.0001872368,0.000700061,0.0004125929,0.0000259597,0.000005004011,0.0002359844,0.00005752936,0.00009101485],"category_scores_gemma":[0.0001223252,0.0001632357,0.0002397123,0.0002597137,0.000464924,0.0001017682,0.00007371539,0.0002670862,0.000007510171],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002300623,"about_ca_system_score_gemma":0.0002454745,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003009621,"about_ca_topic_score_gemma":0.000009831061,"domain_scores_codex":[0.9977676,0.0001639727,0.001055365,0.000208211,0.0004320148,0.0003727945],"domain_scores_gemma":[0.9983412,0.00004292728,0.0009108095,0.0001908899,0.0003713948,0.0001428048],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.009699677,0.002000004,0.9671248,0.0005206877,0.0001328778,0.0007405074,0.0003198717,0.0001961926,0.008825043,0.0001860523,0.0002801097,0.009974222],"study_design_scores_gemma":[0.003781341,0.01901924,0.9720504,0.001773755,0.0003844007,0.0007212082,0.0005575537,0.000176123,0.0009128989,0.0001378442,0.0002689424,0.0002163497],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967486,0.001293919,0.0004702854,0.0004879106,0.0004676266,0.0001368694,0.00003390366,0.00000733746,0.0003535852],"genre_scores_gemma":[0.9985917,0.0003098211,0.000512391,0.0002294938,0.0002873051,0.000004860062,0.000007520706,0.00001957183,0.00003733688],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01701923,"threshold_uncertainty_score":0.6656557,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004382010329900256,"score_gpt":0.2297618396716163,"score_spread":0.2253798293417161,"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."}}