{"id":"W2064651440","doi":"10.1097/00000478-200401000-00006","title":"Airway-centered Interstitial Fibrosis","year":2004,"lang":"en","type":"article","venue":"The American Journal of Surgical Pathology","topic":"Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis","field":"Medicine","cited_by":133,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Interstitial lung disease; Bronchoalveolar lavage; Airway; Lung; Pathology; Fibrosis; Pulmonary function testing; Chronic cough; Pulmonary fibrosis; Respiratory disease; Gastroenterology; Internal medicine; Asthma; Surgery","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":[0.0002792559,0.00114942,0.0007903753,0.0007447735,0.001535513,0.0005274842,0.0004557745,0.001108432,0.002941102],"category_scores_gemma":[0.001763422,0.000407476,0.0004082077,0.0005597371,0.0009882131,0.0005608241,0.0006732659,0.0009168954,0.0005712547],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002438573,"about_ca_system_score_gemma":0.0003211376,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007358165,"about_ca_topic_score_gemma":0.001056266,"domain_scores_codex":[0.9996111,0.0000388617,0.00002718773,0.0001047588,0.00004919016,0.0001689815],"domain_scores_gemma":[0.999216,0.0001558649,0.0002001671,0.00007411504,0.00007235994,0.0002816385],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"observational","study_design_scores_codex":[0.0003806158,0.0003450467,0.4737552,0.0001506622,0.00008916654,0.4957436,0.001229443,0.000452277,0.00596086,0.0007169826,0.0012532,0.01992297],"study_design_scores_gemma":[0.00007604425,0.001015304,0.1123393,0.00003675864,0.00005320239,0.8823426,0.0002453419,0.0004366215,0.0008078819,0.0003694074,0.002251204,0.00002636222],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9897648,0.00175562,0.002490532,0.000357603,0.00006651559,0.0001283717,0.0001492577,0.00009497337,0.005192362],"genre_scores_gemma":[0.9982616,0.0002316214,0.0004823175,0.000256807,0.00008693914,0.00002421568,0.00008682091,0.000005903995,0.0005637061],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002941102,"threshold_uncertainty_score":0.009838939,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01159390289606109,"score_gpt":0.2710492455474686,"score_spread":0.2594553426514075,"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."}}