{"id":"W4414457085","doi":"10.14814/phy2.70578","title":"Greater large conducting airway luminal area in adult patients with interstitial lung disease","year":2025,"lang":"en","type":"article","venue":"Physiological Reports","topic":"Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; University of Waterloo","funders":"National Heart, Lung, and Blood Institute; National Institutes of Health","keywords":"Airway; Interstitial lung disease; Parenchyma; Lung; Fibrosis; Cystic fibrosis; Idiopathic pulmonary fibrosis; Respiratory system; Inflammation","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":[0.0004056382,0.0002185732,0.0002544733,0.0007712186,0.0002745874,0.0004448877,0.000142512,0.000367581,0.001473985],"category_scores_gemma":[0.001458601,0.0001658584,0.0001593033,0.0004457843,0.0003286297,0.0003551759,0.0002700489,0.0002636666,0.0001638348],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009520933,"about_ca_system_score_gemma":0.00007012061,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003802005,"about_ca_topic_score_gemma":0.0006120553,"domain_scores_codex":[0.9997432,0.00005608189,0.00003241879,0.00007659552,0.00006220808,0.00002950256],"domain_scores_gemma":[0.9988425,0.0002168769,0.0006559466,0.00007961765,0.00007084582,0.0001341822],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007996349,0.00001749518,0.9970154,0.000007499982,0.00001243172,0.0003016327,0.00005883898,0.0000218968,0.0009869067,0.0000169599,0.00003635469,0.001444711],"study_design_scores_gemma":[0.000002639744,0.00009945995,0.9973323,0.000002945122,0.000009603023,0.002182788,0.00008089685,0.00005292549,0.0001430248,0.00001571979,0.00007511419,0.000002601789],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991912,0.0002585868,0.0001653977,0.00001470695,0.000003254357,0.000004273548,0.00006031708,0.000006623256,0.0002955881],"genre_scores_gemma":[0.9997088,0.00005193537,0.0001136008,0.00001000746,0.000007354834,0.000003229202,0.00004915539,0.000001066567,0.00005470924],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001473985,"threshold_uncertainty_score":0.004930973,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01511707871898129,"score_gpt":0.2673963567572653,"score_spread":0.252279278038284,"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."}}