{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003763246,0.0002527488,0.0004307991,0.0006620207,0.0003331635,0.0005107122,0.0001743983,0.0005682129,0.0008042974],"category_scores_gemma":[0.001660309,0.0001863922,0.0002973231,0.0005392791,0.000242457,0.0003672902,0.000452143,0.0004084208,0.0001550415],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002948708,"about_ca_system_score_gemma":0.0001740522,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003612036,"about_ca_topic_score_gemma":0.004261455,"domain_scores_codex":[0.9995999,0.00008749716,0.00004982804,0.0001080838,0.00009315863,0.00006158061],"domain_scores_gemma":[0.9992102,0.0001711604,0.0003794207,0.00003033639,0.00008815576,0.0001207576],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007219753,0.0000191037,0.9983045,0.00001096207,0.000009482746,0.0001474264,0.00008434784,0.00001115908,0.0003048382,0.000003586635,0.00002521789,0.001007119],"study_design_scores_gemma":[0.000002135531,0.0001369598,0.9988961,0.000008769614,0.000009086411,0.0005723193,0.0001589326,0.00004749783,0.00008963546,0.000004837368,0.00007194201,0.000001714627],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993212,0.0003519905,0.00003555409,0.00001390068,0.000002558105,0.000006058752,0.0001264903,0.000001636639,0.0001407147],"genre_scores_gemma":[0.9995203,0.0001403486,0.00007720673,0.0000246482,0.000004345416,0.000006182163,0.000171136,8.364972e-7,0.00005508358],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003612036,"threshold_uncertainty_score":0.007182062,"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."}}