{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002791982,0.0002445329,0.0003165138,0.0008133414,0.0003701709,0.0003564315,0.0002850757,0.0004833664,0.001728949],"category_scores_gemma":[0.001810449,0.0003109382,0.0001774123,0.000541719,0.0002993445,0.0003827625,0.0003022444,0.0002910477,0.0003603546],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001837623,"about_ca_system_score_gemma":0.0002017663,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001301432,"about_ca_topic_score_gemma":0.001534458,"domain_scores_codex":[0.9996357,0.00008384357,0.00006068348,0.0000743728,0.00008859008,0.00005690496],"domain_scores_gemma":[0.9989623,0.0002614757,0.0004667496,0.00004431405,0.00008553136,0.0001797443],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003636377,0.00001497033,0.9985103,0.000006840146,0.000005548857,0.000328314,0.00004473149,0.00001441903,0.0002514063,0.000004473181,0.00006102634,0.0007215498],"study_design_scores_gemma":[0.0000139294,0.0001166032,0.9931932,0.00001000024,0.00001125263,0.006025669,0.0001635452,0.0001666553,0.0001309128,0.000008739868,0.0001557702,0.000003800408],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994614,0.0001557566,0.00003837138,0.0000223721,0.000002971609,0.000006418081,0.0001158037,0.000004148586,0.0001928199],"genre_scores_gemma":[0.9996394,0.00006886937,0.00007116383,0.00002266024,0.00001028045,0.000007465871,0.0001473409,8.385459e-7,0.00003194323],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001728949,"threshold_uncertainty_score":0.005783916,"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."}}