{"id":"W4280543034","doi":"10.1164/rccm.202203-0502le","title":"Reply to Cottin: Small Airways in Pulmonary Fibrosis: Revisiting an Old Question with New Tools","year":2022,"lang":"en","type":"letter","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Pulmonary fibrosis; Intensive care medicine; Cystic fibrosis; Small airways; Pulmonary medicine; Fibrosis; Pathology; Lung; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.004728937,0.0009837042,0.002238334,0.001105644,0.005077348,0.004039428,0.00255928,0.08597229,0.004987866],"category_scores_gemma":[0.03873474,0.001071073,0.001256132,0.001058221,0.004330143,0.005989197,0.002653727,0.06158504,0.004402856],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0046343,"about_ca_system_score_gemma":0.005189395,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007819214,"about_ca_topic_score_gemma":0.01356554,"domain_scores_codex":[0.9959165,0.001215226,0.000692152,0.0006110015,0.001031152,0.0005340111],"domain_scores_gemma":[0.9812576,0.01006354,0.001047697,0.0004695777,0.004228429,0.002933213],"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":[0.00005322681,0.00001931905,0.0006083435,0.00007063778,0.00001731081,0.002016819,0.0001794778,0.00002480511,0.0001095121,0.001349898,0.9917194,0.003831299],"study_design_scores_gemma":[0.000267057,0.0001165699,0.002438785,0.0009918422,0.00009946545,0.005852737,0.00127243,0.0006005982,0.0002425035,0.0102529,0.9776888,0.0001764572],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001250655,0.001253875,0.00004286604,0.9816331,0.01639006,0.000005975967,0.00001703592,0.000008431782,0.0005236749],"genre_scores_gemma":[0.001508075,0.0008674106,0.0001102446,0.9545741,0.04129449,0.00001646945,0.00001016054,0.00001256394,0.001606559],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.08597229,"threshold_uncertainty_score":0.03362441,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02240518602277074,"score_gpt":0.2971083522249272,"score_spread":0.2747031662021565,"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."}}