{"id":"W4416983205","doi":"10.1183/13993003.02029-2025","title":"Reply: The rationale for distinguishing RB-ILD and AMP","year":2025,"lang":"en","type":"article","venue":"European Respiratory Journal","topic":"Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Canadian Patient Safety Institute; University of Calgary","funders":"","keywords":"Terminology; Interstitial pneumonia; Interstitial lung disease; Lung; Multidisciplinary approach; Alveolar macrophage; Pneumonia; Radiological weapon","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":[0.01530122,0.001115986,0.002271842,0.001646611,0.004131028,0.004943424,0.004826244,0.07304572,0.006383815],"category_scores_gemma":[0.09070262,0.001262363,0.002721877,0.001113005,0.006561073,0.008055725,0.005125873,0.08764357,0.01087569],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003590817,"about_ca_system_score_gemma":0.004588034,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003324788,"about_ca_topic_score_gemma":0.003589352,"domain_scores_codex":[0.9903284,0.003213221,0.002016688,0.001332729,0.002260611,0.0008483714],"domain_scores_gemma":[0.937511,0.0356974,0.002724461,0.002070772,0.01878041,0.003216047],"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":[0.00006393537,0.00002049858,0.0005477446,0.0001167503,0.00002444977,0.0005807714,0.0001999438,0.00006416927,0.0002143767,0.003321452,0.9884062,0.00643966],"study_design_scores_gemma":[0.0001432473,0.00008637446,0.001594093,0.0008930324,0.00007659194,0.003495165,0.0008441042,0.0003919957,0.0004890093,0.01435202,0.9774405,0.0001939835],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.0001448209,0.001182173,0.0002866997,0.9539798,0.0438369,0.00001637655,0.00006987283,0.00002898357,0.0004542995],"genre_scores_gemma":[0.001331819,0.0007482757,0.0004088969,0.9451483,0.05104176,0.00003376876,0.00003868702,0.00001892495,0.001229606],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.07304572,"threshold_uncertainty_score":0.08092159,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02999846785434924,"score_gpt":0.2982209341045083,"score_spread":0.2682224662501591,"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."}}