{"id":"W4414310827","doi":"10.1183/13993003.01097-2025","title":"Pollution-induced ITIH4 deficiency: a gateway to novel targeted antioxidant therapy in COPD?","year":2025,"lang":"en","type":"letter","venue":"European Respiratory Journal","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; St. Paul's Hospital","funders":"","keywords":"COPD; Respiratory system; Cigarette smoke; Particulates; Air pollution; Airway; Respiratory failure; Aerodynamic diameter","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":[0.0007440654,0.000422345,0.001011906,0.0003814893,0.000989625,0.00118026,0.0007797278,0.01456072,0.005606888],"category_scores_gemma":[0.004563148,0.0001851477,0.0008110536,0.000315412,0.001136241,0.001588182,0.0005051194,0.01071242,0.003909129],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001464081,"about_ca_system_score_gemma":0.001122004,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007456864,"about_ca_topic_score_gemma":0.001499459,"domain_scores_codex":[0.9995666,0.0001231299,0.0000585339,0.00005380329,0.0001199723,0.0000778925],"domain_scores_gemma":[0.9986309,0.0006990504,0.0000929985,0.00004878155,0.0002314458,0.0002967535],"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":[0.0004791799,0.0002140892,0.002829599,0.0002959002,0.00003590735,0.04585074,0.0001938273,0.0001420381,0.001626918,0.006765438,0.8690439,0.07252254],"study_design_scores_gemma":[0.0006816912,0.0006457414,0.004590513,0.001470365,0.00009230317,0.07484741,0.0005589753,0.001318598,0.001230605,0.03055144,0.8839246,0.00008770674],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.004181302,0.01124658,0.0004084298,0.9535901,0.02366069,0.00003960004,0.00009094828,0.00007593479,0.006706455],"genre_scores_gemma":[0.05277976,0.02047282,0.001385705,0.7408906,0.168593,0.0001090793,0.0001499816,0.00004439295,0.01557473],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01456072,"threshold_uncertainty_score":0.01875693,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04215248097156606,"score_gpt":0.3051954769076878,"score_spread":0.2630429959361217,"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."}}