{"id":"W3129743462","doi":"10.1183/13993003.00092-2021","title":"Reply: BAL lymphocyte percentage is as good as the company it keeps","year":2021,"lang":"en","type":"letter","venue":"European Respiratory Journal","topic":"Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University of Calgary","funders":"","keywords":"Hypersensitivity pneumonitis; Context (archaeology); Lymphocyte; Medicine; Radiological weapon; Immunology; Pathology; Lymphocyte subsets; Pneumonitis; Value (mathematics); Lung; Internal medicine; Surgery; Computer science; T cell; Biology; Immune system","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":[0.00194413,0.0009823584,0.001374574,0.0008308772,0.003249565,0.002450271,0.001464941,0.04058395,0.01096783],"category_scores_gemma":[0.01596449,0.0007061997,0.001093909,0.0006911281,0.002044382,0.003576703,0.0011361,0.03913647,0.01765901],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003218223,"about_ca_system_score_gemma":0.00224126,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00811771,"about_ca_topic_score_gemma":0.00753443,"domain_scores_codex":[0.9984725,0.0004229425,0.0002631407,0.0002095429,0.0004001789,0.0002316617],"domain_scores_gemma":[0.9945794,0.002475434,0.0003449496,0.0001569978,0.001646057,0.0007971904],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008717955,0.00002976949,0.0009839411,0.00003795865,0.00001088894,0.002321655,0.00009380173,0.0000404013,0.0002308979,0.0007996933,0.9913696,0.003994019],"study_design_scores_gemma":[0.0002137768,0.0001614725,0.003779101,0.0003501858,0.00005102562,0.01026263,0.0008791412,0.0007322949,0.0005368673,0.008662872,0.9742021,0.0001684571],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0003442454,0.0005023827,0.00007947753,0.987848,0.009597166,0.00001256344,0.0001102066,0.00005481578,0.001451187],"genre_scores_gemma":[0.002476557,0.0004975731,0.0002104066,0.9759153,0.01460427,0.00003490545,0.00006338982,0.0000318659,0.006165715],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04058395,"threshold_uncertainty_score":0.03669101,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02874483030548288,"score_gpt":0.27712908101124,"score_spread":0.2483842507057571,"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."}}