{"id":"W2119469322","doi":"10.1148/radiol.12111873","title":"Cystic Fibrosis: Detecting Changes in Airway Inflammation with FDG PET/CT","year":2012,"lang":"en","type":"article","venue":"Radiology","topic":"Cystic Fibrosis Research Advances","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"North York General Hospital; SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"Canadian Institutes of Health Research; Insmed","keywords":"Medicine; Nuclear medicine; Standardized uptake value; Exacerbation; Fluorodeoxyglucose; Cystic fibrosis; Positron emission tomography; Institutional review board; Radiology; Internal medicine; Surgery","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004218478,0.0001293392,0.0003023525,0.0002267437,0.00004806324,0.000007150839,0.00006995891,0.00001872647,0.0001174423],"category_scores_gemma":[0.0008331847,0.00009792511,0.00002404569,0.0002564004,0.0001137509,0.0001333316,0.00003254333,0.0002445701,0.00007086172],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001577964,"about_ca_system_score_gemma":0.00005965263,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005392121,"about_ca_topic_score_gemma":0.0002907519,"domain_scores_codex":[0.9987639,0.0001328087,0.0001797495,0.000193946,0.0001683889,0.0005611691],"domain_scores_gemma":[0.9991105,0.0004191206,0.00006937846,0.0002110098,0.00004277557,0.0001472755],"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":[0.002294514,0.0001618416,0.4236313,0.000812954,0.0001290374,0.0008979347,0.001277588,0.0003345054,0.4937309,0.0005068789,0.0003849734,0.07583761],"study_design_scores_gemma":[0.007218784,0.005209904,0.7835376,0.001160523,0.0001554555,0.02859947,0.001750947,0.003864889,0.1430661,0.0002511452,0.02441269,0.0007724803],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961675,0.001393491,0.0004782876,0.0007609333,0.0001138505,0.0003676412,0.0000026231,0.00006249696,0.0006531505],"genre_scores_gemma":[0.9931148,0.00005330803,0.006090909,0.00005550177,0.0004052713,0.00009791677,0.00001789841,0.00002090459,0.0001434567],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3599063,"threshold_uncertainty_score":0.399327,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0138448044205513,"score_gpt":0.286697254900432,"score_spread":0.2728524504798807,"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."}}