{"id":"W3094681255","doi":"10.1513/annalsats.202007-818ed","title":"Making Sense of Bronchoalveolar Lavage Lymphocytosis in Fibrotic Interstitial Lung Disease","year":2020,"lang":"en","type":"letter","venue":"Annals of the American Thoracic Society","topic":"Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Paul's Hospital; University of British Columbia","funders":"","keywords":"Lymphocytosis; Medicine; Bronchoalveolar lavage; Interstitial lung disease; Lung disease; Lung; Pathology; Disease; 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":[0.003444837,0.0007050027,0.001265149,0.001045655,0.005276877,0.004253767,0.001734373,0.06081274,0.003707059],"category_scores_gemma":[0.02442766,0.0007489981,0.0010029,0.000720748,0.00393934,0.004006579,0.001947561,0.03213409,0.002457125],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004915752,"about_ca_system_score_gemma":0.004113846,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00480485,"about_ca_topic_score_gemma":0.01050781,"domain_scores_codex":[0.9971613,0.001139869,0.0004475423,0.0002563061,0.000514792,0.0004802115],"domain_scores_gemma":[0.9921407,0.004369128,0.0005625095,0.0002444822,0.001066205,0.001616937],"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":[0.0002139007,0.0001622614,0.01193338,0.0001213089,0.00005164735,0.1020538,0.0009938881,0.0003548109,0.0007708805,0.008969078,0.8571428,0.01723229],"study_design_scores_gemma":[0.0004917558,0.000429616,0.01590868,0.001883306,0.00019717,0.09942902,0.0047966,0.004648029,0.0008035406,0.04400771,0.8271545,0.0002501287],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002802443,0.001630247,0.0001599957,0.9705065,0.0146197,0.00001726659,0.00002377879,0.00001822397,0.0102218],"genre_scores_gemma":[0.04399366,0.002047609,0.0005624599,0.8294802,0.1128985,0.00005036293,0.00004321554,0.00003550402,0.01088853],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.06081274,"threshold_uncertainty_score":0.03566647,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08129792209639702,"score_gpt":0.3820930946744198,"score_spread":0.3007951725780228,"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."}}