{"id":"W4415886252","doi":"10.1080/01902148.2025.2582970","title":"Extracellular matrix and immune dysfunction: An overlooked relationship in idiopathic pulmonary fibrosis","year":2025,"lang":"en","type":"article","venue":"Experimental Lung Research","topic":"Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Canadian Institutes of Health Research; Lung Health Foundation","keywords":"Idiopathic pulmonary fibrosis; Immune system; Extracellular matrix; Pathogenesis; Immune dysregulation; Fibrosis; Innate immune system","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":[0.001410544,0.0004325177,0.000967674,0.001506336,0.0006018184,0.002269863,0.0006225401,0.002436899,0.002059396],"category_scores_gemma":[0.002957115,0.000227557,0.0003018645,0.0009277238,0.003000057,0.004303765,0.00145465,0.003059287,0.0004571019],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007383121,"about_ca_system_score_gemma":0.001182741,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008528779,"about_ca_topic_score_gemma":0.001481112,"domain_scores_codex":[0.9992982,0.0002434468,0.00008436113,0.0001108539,0.0001813764,0.00008172415],"domain_scores_gemma":[0.997981,0.001077921,0.0003167792,0.0001059482,0.0002758169,0.0002425347],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0008681808,0.0004406401,0.04678366,0.005021913,0.0004138278,0.01340697,0.002596783,0.0006418696,0.02861906,0.1217668,0.03939043,0.7400498],"study_design_scores_gemma":[0.0001602547,0.001314061,0.1558702,0.01262998,0.0005098454,0.1013154,0.009640994,0.003771008,0.006609812,0.258012,0.449845,0.0003213758],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0222565,0.9210111,0.001713826,0.04894789,0.002210192,0.00001311039,0.00004941085,0.00003346674,0.003764588],"genre_scores_gemma":[0.2915845,0.6739362,0.003562614,0.0136232,0.01323326,0.00003565232,0.00006346386,0.00003035719,0.00393072],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002436899,"threshold_uncertainty_score":0.00745976,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02952806095621544,"score_gpt":0.3778539969634098,"score_spread":0.3483259360071943,"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."}}