{"id":"W4313015056","doi":"10.1183/13993003.congress-2022.3235","title":"Breath profiles in cystic fibrosis children treated with CFTR modulators","year":2022,"lang":"en","type":"article","venue":"","topic":"Advanced Chemical Sensor Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Ivacaftor; Cystic fibrosis; Medicine; Internal medicine; Airway; Breath gas analysis; Gastroenterology; Group B; Cystic fibrosis transmembrane conductance regulator; Surgery","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00001024234,0.0001282595,0.0001337913,0.00008776505,0.00003539427,0.000006530768,0.0001427599,0.00003734471,0.0001449556],"category_scores_gemma":[0.000009381191,0.000106311,0.00001816896,0.0004002864,0.00002847511,0.00005208957,0.00005848342,0.000192554,0.000005534386],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000155149,"about_ca_system_score_gemma":0.000001412031,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004738378,"about_ca_topic_score_gemma":0.000005539987,"domain_scores_codex":[0.999395,0.000005930568,0.000108692,0.0001633518,0.0001094579,0.0002175391],"domain_scores_gemma":[0.9997482,0.00002214318,0.000011605,0.0001888311,0.000005053344,0.00002420114],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00003800146,0.00006246157,0.2262316,0.00002552207,0.00005362646,0.00002750112,0.00004869465,0.6737462,0.09360851,0.0004003547,0.0004735803,0.005283959],"study_design_scores_gemma":[0.0008549285,0.0001702504,0.06030519,0.00002164839,0.00001732303,0.00005810009,0.0002493845,0.01750578,0.919144,0.00070521,0.000400221,0.000567958],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968683,0.00008999033,0.0002481534,0.00001935116,0.000007846146,0.0001782433,0.0000242229,0.001525626,0.00103829],"genre_scores_gemma":[0.9961023,0.000005633916,0.003528231,0.000007126534,0.000005803492,0.0001449633,0.00002388544,0.00003269434,0.0001493924],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8255355,"threshold_uncertainty_score":0.4335238,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003161970947175803,"score_gpt":0.1712080003650326,"score_spread":0.1680460294178568,"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."}}