{"id":"W4402461840","doi":"10.1002/jmri.29605","title":"Same‐Day Repeatability and 28‐Day Reproducibility of Xenon <scp>MRI</scp> Ventilation in Children With Cystic Fibrosis in a Multi‐Site Trial","year":2024,"lang":"en","type":"article","venue":"Journal of Magnetic Resonance Imaging","topic":"Atomic and Subatomic Physics Research","field":"Physics and Astronomy","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Dalhousie University; Hospital for Sick Children","funders":"National Center for Advancing Translational Sciences; Hospital for Sick Children; McMaster University; National Institute of Environmental Health Sciences; American Thoracic Society; University of Cincinnati; National Institutes of Health; Cincinnati Children's Hospital Medical Center; University of Wisconsin-Madison; Cystic Fibrosis Foundation","keywords":"Reproducibility; Repeatability; Medicine; Nuclear medicine; Interquartile range; Magnetic resonance imaging; Population; Lung volumes; Ventilation (architecture); Radiology; Lung; Internal medicine; Chemistry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.003601157,0.0001649783,0.0004349769,0.0002148614,0.00003604776,0.00008221029,0.0001652122,0.00002905269,0.00001975788],"category_scores_gemma":[0.0002918596,0.0001360529,0.0001070611,0.0004409346,0.0001603966,0.0003824992,0.00006933983,0.0005056631,0.000001720058],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001168457,"about_ca_system_score_gemma":0.0003068276,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004003687,"about_ca_topic_score_gemma":0.00001318652,"domain_scores_codex":[0.9977099,0.0003000474,0.0007787652,0.0005716315,0.0003547259,0.0002849371],"domain_scores_gemma":[0.9986642,0.000417144,0.000242607,0.0004866492,0.0001155096,0.00007386378],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005598758,0.0001926149,0.8214108,0.00004593173,0.00001424379,0.0000106032,0.001582993,0.0001139337,0.001798609,0.00004889432,0.00004083135,0.1741806],"study_design_scores_gemma":[0.00751573,0.0001272144,0.9476973,0.0005764184,0.0000382572,0.00001460716,0.0003608573,0.03946915,0.00188114,0.001954113,0.0002737603,0.00009144156],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9896593,0.005598795,0.00397675,0.00009136021,0.0000768281,0.0004381459,0.00002722707,0.000006221806,0.0001253562],"genre_scores_gemma":[0.9988665,0.00005718519,0.0007871143,0.000004637082,0.0001601303,0.00001103562,0.00000553038,0.00001837276,0.00008952523],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1740892,"threshold_uncertainty_score":0.5548077,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0114050758097059,"score_gpt":0.27737680697237,"score_spread":0.2659717311626641,"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."}}