{"id":"W4301391411","doi":"10.1002/ppul.26179","title":"β‐adrenergic sweat test in children with inconclusive cystic fibrosis diagnosis: Do we need new reference ranges?","year":2022,"lang":"en","type":"article","venue":"Pediatric Pulmonology","topic":"Cystic Fibrosis Research Advances","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"University of Cape Town; Harry Crossley Foundation; National Research Foundation","keywords":"Cystic fibrosis; Sweat test; SWEAT; Medicine; Adrenergic; Cystic fibrosis transmembrane conductance regulator; Internal medicine; Heterozygote advantage; Endocrinology; Newborn screening; Cholinergic; Gastroenterology; Genotype; Pediatrics; Chemistry","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000279496,0.0003718403,0.0007254326,0.0009941824,0.000228885,0.00003301223,0.0005331505,0.0001513426,0.0009206538],"category_scores_gemma":[0.001038049,0.000327041,0.00008431347,0.002041124,0.0001558696,0.000154786,0.000676678,0.0010328,0.00007798889],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005241151,"about_ca_system_score_gemma":0.0008527148,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00131493,"about_ca_topic_score_gemma":0.0001581703,"domain_scores_codex":[0.9967565,0.0002368184,0.0005255825,0.0008467806,0.0006922605,0.0009420713],"domain_scores_gemma":[0.9974819,0.001162987,0.0002270823,0.0006446798,0.00008809749,0.0003952236],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009710696,0.0004713082,0.984161,0.00006705431,0.0000596393,0.0002773462,0.0001991416,0.0007217854,0.0005829367,0.00009571425,0.003832897,0.008560129],"study_design_scores_gemma":[0.007879641,0.005092445,0.9716505,0.00007108351,0.0004088857,0.001343685,0.0005205375,0.0001749659,0.0003173715,0.001346267,0.01053309,0.0006614898],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9668044,0.02640452,0.00007008721,0.004532526,0.0001375188,0.001211792,0.0001878062,0.0001530182,0.0004983193],"genre_scores_gemma":[0.9894878,0.005960477,0.002038007,0.0002116178,0.0005469277,0.0009892615,0.0001559529,0.00006305228,0.0005468981],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0226834,"threshold_uncertainty_score":0.9999927,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01084127568986155,"score_gpt":0.2660278065406688,"score_spread":0.2551865308508073,"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."}}