{"id":"W4416807259","doi":"10.1186/s43168-025-00493-0","title":"Effect of pulmonary rehabilitation on patients with interstitial lung disease","year":2025,"lang":"en","type":"article","venue":"Egyptian Journal of Bronchology","topic":"Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Interstitial lung disease; Spirometry; Quality of life (healthcare); Exacerbation; Pulmonary rehabilitation; Rehabilitation; COPD; Psychosocial","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003163886,0.0002008465,0.0004854276,0.0001801461,0.0002464536,0.0002348081,0.0001213689,0.0002690722,0.001689601],"category_scores_gemma":[0.0007421552,0.00005303293,0.0004343735,0.0001280632,0.00009367173,0.0001199647,0.0002502769,0.0003178959,0.0001629129],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001030263,"about_ca_system_score_gemma":0.0001596887,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003047286,"about_ca_topic_score_gemma":0.0005545957,"domain_scores_codex":[0.9997995,0.00008607448,0.00002092039,0.00002728778,0.00002394311,0.00004219869],"domain_scores_gemma":[0.9996408,0.00008449894,0.00007821249,0.00001102742,0.00003422317,0.0001513147],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.03469026,0.03501023,0.6343589,0.001174856,0.0007797335,0.0008428224,0.0005453976,0.0006464181,0.01306345,0.00006516505,0.001143634,0.2776791],"study_design_scores_gemma":[0.001134306,0.05622189,0.9397647,0.00006968209,0.0002188939,0.0003343801,0.0002042179,0.0002975441,0.0009289214,0.00002853432,0.0007874197,0.000009417181],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981969,0.001027743,0.00003251316,0.00005005243,0.00001384912,0.00003805595,0.00003683995,0.000004364274,0.0005997671],"genre_scores_gemma":[0.9992871,0.0002464693,0.0000818873,0.00004960676,0.00002344185,0.00003418545,0.00007253761,4.072314e-7,0.0002044425],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001689601,"threshold_uncertainty_score":0.005652308,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.001540263109358394,"score_gpt":0.251939062795089,"score_spread":0.2503987996857306,"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."}}