{"id":"W2038198830","doi":"10.1378/chest.129.5.1117","title":"Transbronchial Biopsy and Usual Interstitial Pneumonia","year":2006,"lang":"en","type":"letter","venue":"CHEST Journal","topic":"Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Usual interstitial pneumonia; Idiopathic pulmonary fibrosis; Biopsy; Interstitial lung disease; Radiology; Lung biopsy; Pneumonia; Idiopathic interstitial pneumonia; Referral; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001866577,0.001693469,0.001701799,0.002272218,0.004282745,0.002018556,0.003075269,0.03264388,0.006705207],"category_scores_gemma":[0.01074377,0.001526946,0.001752458,0.001375697,0.002531978,0.003399388,0.001317743,0.0147619,0.002538488],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003079068,"about_ca_system_score_gemma":0.001202923,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003611256,"about_ca_topic_score_gemma":0.009511617,"domain_scores_codex":[0.9980038,0.0005222855,0.0003260904,0.0003228263,0.0003345398,0.0004904276],"domain_scores_gemma":[0.9942698,0.002765836,0.0004141556,0.0003741502,0.0005707217,0.001605308],"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":[0.0002596906,0.0001551288,0.007837703,0.0001133394,0.00004065247,0.9677886,0.0002949201,0.00009893264,0.0008830191,0.0006993662,0.01862182,0.003206729],"study_design_scores_gemma":[0.0002865657,0.0003734144,0.02305761,0.0002645797,0.0001291626,0.9473622,0.0007043084,0.001124455,0.0007557175,0.001708402,0.02417537,0.00005822385],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.243403,0.02221558,0.003440589,0.551188,0.03503458,0.0006034662,0.0008501927,0.0005720839,0.1426925],"genre_scores_gemma":[0.6816971,0.008030014,0.00361334,0.2281909,0.05262768,0.0001922491,0.0005966768,0.0001981135,0.02485388],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.03264388,"threshold_uncertainty_score":0.02243114,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01175346645168604,"score_gpt":0.2429077092226851,"score_spread":0.231154242770999,"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."}}