{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008768678,0.0002212275,0.0003848086,0.0000971141,0.00008442184,0.0000188692,0.00006229899,0.00008186831,0.0002120321],"category_scores_gemma":[0.0003264512,0.0001436277,0.0001554473,0.0001849044,0.0001154592,0.0001092199,0.0001102239,0.000251505,0.000005358616],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001283624,"about_ca_system_score_gemma":0.0001119862,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003543995,"about_ca_topic_score_gemma":0.000003388716,"domain_scores_codex":[0.9983739,0.00004815295,0.0004127005,0.0005380888,0.0002371903,0.0003900082],"domain_scores_gemma":[0.9991357,0.00002720465,0.0001209884,0.0003030963,0.0001955803,0.0002173742],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01381973,0.001742097,0.9731085,0.0004667071,0.0001060802,0.00534474,0.0000930782,0.00002243952,0.001501379,0.0003563174,0.002966152,0.0004727358],"study_design_scores_gemma":[0.002029309,0.001566894,0.9918348,0.002080993,0.0002534423,0.00003024882,0.0001380929,0.0008904904,0.0002321258,0.0003070458,0.0003060538,0.0003305184],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962128,0.00006704468,0.0001102031,0.0002578517,0.0003546202,0.0004719035,0.00002876008,0.00006257115,0.002434285],"genre_scores_gemma":[0.9981779,0.000005969444,0.00003646127,0.0009557046,0.0001453311,0.00006714935,0.0002210143,0.0000121931,0.0003782979],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01872624,"threshold_uncertainty_score":0.5856966,"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."}}