{"id":"W2763576963","doi":"10.1093/pch/19.6.e35-38","title":"39: Five Years of Cystic Fibrosis Newborn Screening: Our Experience","year":2014,"lang":"en","type":"article","venue":"Paediatrics & Child Health","topic":"Neonatal Respiratory Health Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre","funders":"","keywords":"Cystic fibrosis; Sweat test; Medicine; Gold standard (test); Newborn screening; Population; Genetic testing; Percentile; Pediatrics; SWEAT; Internal medicine; Mutation; Genetics; Environmental health; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.00122415,0.0004579519,0.0003984457,0.001092397,0.00228264,0.001146453,0.0007594874,0.000750775,0.002394716],"category_scores_gemma":[0.003938152,0.0003567578,0.0003914916,0.00185171,0.0008869751,0.000859111,0.002100146,0.000880793,0.0006440111],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002124522,"about_ca_system_score_gemma":0.003471116,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03143284,"about_ca_topic_score_gemma":0.06050434,"domain_scores_codex":[0.9986748,0.0002134384,0.0001640304,0.0002356391,0.0003383089,0.0003737496],"domain_scores_gemma":[0.9977289,0.0001709668,0.0003433785,0.00009886434,0.0002406147,0.001417278],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001319862,0.000768234,0.8330324,0.0001395484,0.00003664596,0.06883304,0.02076768,0.000172259,0.001288169,0.0004715148,0.005077431,0.06928105],"study_design_scores_gemma":[0.00003019616,0.002582686,0.7889616,0.0005413894,0.00007078001,0.1403643,0.03273077,0.0005570646,0.001208083,0.000491853,0.03233687,0.0001241989],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9911452,0.00144086,0.0003926793,0.001065582,0.0001003868,0.00008625123,0.0003265728,0.00003664933,0.005405738],"genre_scores_gemma":[0.9916821,0.002351066,0.0007942278,0.001873675,0.0001133866,0.00004363885,0.0003713599,0.00004340795,0.002727176],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03143284,"threshold_uncertainty_score":0.06249976,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03224333094127117,"score_gpt":0.3587137772597263,"score_spread":0.3264704463184551,"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."}}