{"id":"W2152394468","doi":"10.1016/j.jcf.2013.10.012","title":"Cost effectiveness of newborn screening for cystic fibrosis: A simulation study","year":2013,"lang":"en","type":"article","venue":"Journal of Cystic Fibrosis","topic":"Cystic Fibrosis Research Advances","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier Universitaire Sainte-Justine; McGill University; Centre hospitalier universitaire de Québec; Université Laval","funders":"Centre Hospitalier Universitaire de Québec; Cystic Fibrosis Canada; Ministère de la Santé et des Services sociaux","keywords":"Cystic fibrosis; Medicine; Percentile; Newborn screening; Cutoff; Cost effectiveness; Pediatrics; Internal medicine; Statistics; Mathematics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003815967,0.001206392,0.001406599,0.001914661,0.0007894965,0.001335877,0.0019567,0.002327584,0.008215624],"category_scores_gemma":[0.01380307,0.0007360672,0.002569823,0.001732845,0.0007524861,0.0009886873,0.0009177462,0.001922104,0.0002973503],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009146603,"about_ca_system_score_gemma":0.005501126,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1842153,"about_ca_topic_score_gemma":0.1140324,"domain_scores_codex":[0.9986858,0.0007869983,0.00004688403,0.0001118475,0.00009736484,0.000271059],"domain_scores_gemma":[0.978,0.01834034,0.00122422,0.0003329543,0.001261987,0.000840548],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0006651726,0.0003599381,0.01088447,0.0001025644,0.0001670498,0.000187118,0.00003439039,0.9829462,0.0001034189,0.001939494,0.0007251809,0.001884929],"study_design_scores_gemma":[0.0004649845,0.0006449532,0.004973125,0.00007181869,0.0002009493,0.00007855497,0.0001798844,0.9913211,0.0001489906,0.00132905,0.0005511075,0.00003547456],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9773425,0.0008185505,0.006023592,0.001143623,0.0000548999,0.0004246726,0.004470153,0.00006651738,0.009655465],"genre_scores_gemma":[0.9937859,0.0004221429,0.002849108,0.000111543,0.00001505535,0.00023433,0.001019188,0.00001064676,0.00155211],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1842153,"threshold_uncertainty_score":0.3662861,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04233729246231933,"score_gpt":0.3677702864691896,"score_spread":0.3254329940068703,"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."}}