{"id":"W4414160490","doi":"10.1007/s00247-025-06390-4","title":"Comparison of phase-resolved functional lung (PREFUL) and hyperpolarized 129Xe MRI for longitudinal monitoring of lung function in pediatric cystic fibrosis following elexacaftor/tezacaftor/ivacaftor","year":2025,"lang":"en","type":"article","venue":"Pediatric Radiology","topic":"Atomic and Subatomic Physics Research","field":"Physics and Astronomy","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hospital for Sick Children; University of Toronto","funders":"","keywords":"Cystic fibrosis; Neuroradiology; Lung; Lung function; Pulmonary function testing; Perfusion; Magnetic resonance imaging; Respiratory disease","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":[0.000535379,0.0002509003,0.0003264971,0.0003028339,0.0001050119,0.0003150339,0.000271412,0.000493625,0.0005792497],"category_scores_gemma":[0.0008345124,0.0001108661,0.0001379808,0.0001988732,0.0003009576,0.0005010494,0.000122852,0.0004007797,0.00009083236],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001889619,"about_ca_system_score_gemma":0.0002895987,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001081693,"about_ca_topic_score_gemma":0.001026368,"domain_scores_codex":[0.9998804,0.00003325094,0.000007875617,0.00002104973,0.00002357172,0.00003382727],"domain_scores_gemma":[0.9996871,0.0001009534,0.00006772133,0.00002382655,0.00005788006,0.00006250412],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.03263746,0.0008170989,0.06783609,0.0002330364,0.0001227227,0.003359489,0.0002655868,0.001615952,0.8177012,0.0003890627,0.0003647124,0.07465757],"study_design_scores_gemma":[0.0004959403,0.01417193,0.4236082,0.00007355554,0.0006251988,0.008442285,0.0003609456,0.01329076,0.536052,0.0002164067,0.00260749,0.00005537203],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967548,0.001427055,0.001134403,0.00005957004,0.000009225628,0.00001441484,0.00004360091,0.00002533485,0.0005315198],"genre_scores_gemma":[0.9984042,0.0005343095,0.0006950223,0.00003188432,0.000007424913,0.00001097241,0.00006169447,0.00001176423,0.0002428206],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001081693,"threshold_uncertainty_score":0.002831399,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02268310637426115,"score_gpt":0.3368445736714837,"score_spread":0.3141614672972226,"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."}}