{"id":"W4319334358","doi":"10.1148/radiol.222557","title":"Postacute COVID-19 Syndrome: <sup>129</sup>Xe MRI Ventilation Defects and Respiratory Outcomes 1 Year Later","year":2023,"lang":"en","type":"article","venue":"Radiology","topic":"Atomic and Subatomic Physics Research","field":"Physics and Astronomy","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; St Joseph's Health Care; University of Toronto; Toronto Metropolitan University; St. Joseph’s Healthcare Hamilton; Hospital for Sick Children; Lakehead University; Western University","funders":"Institute of Circulatory and Respiratory Health; Canadian Institutes of Health Research; Reseau canadien de recherche respiratoire; Ontario Ministry of Health and Long-Term Care; Canadian Allergy, Asthma and Immunology Foundation","keywords":"Medicine; Coronavirus disease 2019 (COVID-19); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Betacoronavirus; Respiratory system; Coronavirus Infections; Nuclear medicine; Pathology; Internal medicine; Outbreak; Disease","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":[0.0003225136,0.000156469,0.0003067205,0.0001486658,0.0001638056,0.00002955088,0.0001561115,0.00009639742,0.0002587369],"category_scores_gemma":[0.00002381735,0.0001413947,0.00009604338,0.0002067378,0.0001381241,0.000102957,0.0001330448,0.0002304089,0.0005667664],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007310599,"about_ca_system_score_gemma":0.0002044976,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003571271,"about_ca_topic_score_gemma":0.000001024581,"domain_scores_codex":[0.9987597,0.0001664897,0.0001987008,0.0003391507,0.0001229909,0.0004129915],"domain_scores_gemma":[0.9992107,0.0002538377,0.00005701424,0.0002579585,0.00002588904,0.0001945608],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004901567,0.00002913116,0.9624318,0.00002723924,0.0001838989,0.00006365692,0.0007307938,0.0005447052,0.0007210826,0.0156869,0.01772915,0.001802581],"study_design_scores_gemma":[0.006075217,0.0002936931,0.7655441,0.0000332841,0.0001575045,0.00008500085,0.002240459,0.0361476,0.0008934388,0.0667262,0.1204515,0.001352053],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966633,0.00004950342,0.001442594,0.0003908782,0.00008209804,0.0002120377,0.0000691793,0.00008352686,0.001006871],"genre_scores_gemma":[0.9983689,0.00001212521,0.00003026514,0.0003598416,0.0001114737,0.00002950132,0.0001220973,0.00002585301,0.00093997],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1968878,"threshold_uncertainty_score":0.7284824,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02716902601962766,"score_gpt":0.318876756608564,"score_spread":0.2917077305889363,"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."}}