{"id":"W4407226354","doi":"10.1183/13993003.02260-2024","title":"Drug-induced lung disease: unwanted collateral damage","year":2025,"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":"McMaster University","funders":"National Health and Medical Research Council","keywords":"Medicine; Collateral damage; Drug; Collateral; Lung; Disease; Internal medicine; Cardiology; Pharmacology","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":[0.0009037278,0.0004559378,0.0005806225,0.0003805533,0.001443493,0.00180293,0.0006766946,0.01482985,0.009321723],"category_scores_gemma":[0.007079166,0.0002004239,0.0006611037,0.0003350258,0.001583051,0.001999654,0.0005133174,0.009042325,0.007534123],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001989534,"about_ca_system_score_gemma":0.001033363,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009842897,"about_ca_topic_score_gemma":0.001742547,"domain_scores_codex":[0.9989868,0.0003745233,0.00008612739,0.0001210617,0.0003098956,0.0001216157],"domain_scores_gemma":[0.998018,0.001084369,0.0002346019,0.00008199909,0.000344183,0.0002368458],"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":[0.000104947,0.00009272881,0.002600315,0.0002065256,0.00002151042,0.08478434,0.0002907257,0.0001687436,0.001088885,0.01067818,0.862406,0.03755711],"study_design_scores_gemma":[0.00007916103,0.0001499615,0.001908647,0.0005316983,0.00002365376,0.1219257,0.000336582,0.0005584501,0.0005284254,0.01452375,0.8593965,0.00003751969],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.005437579,0.01095346,0.0007781667,0.8948252,0.03579453,0.00008086877,0.0001618092,0.0001163852,0.05185201],"genre_scores_gemma":[0.05155507,0.01142358,0.0009833445,0.7702959,0.1180769,0.00006456509,0.00008836025,0.00005640567,0.04745587],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01482985,"threshold_uncertainty_score":0.03118426,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01792400942165793,"score_gpt":0.27249798333086,"score_spread":0.2545739739092021,"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."}}