{"id":"W2761442054","doi":"10.1542/peds.2017-0604","title":"False-Positive Newborn Screening for Cystic Fibrosis and Health Care Use","year":2017,"lang":"en","type":"article","venue":"PEDIATRICS","topic":"Cystic Fibrosis Research Advances","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; University of Toronto; Newborn Screening Ontario; Institute of Health Services and Policy Research; University of Ottawa; Institute for Clinical Evaluative Sciences; Children's Hospital of Eastern Ontario","funders":"","keywords":"Medicine; Cystic fibrosis; Newborn screening; Intensive care medicine; Pediatrics; Internal medicine","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":[0.002641365,0.0002683449,0.0003256795,0.0008679103,0.0003643637,0.001035713,0.0007890493,0.0006649823,0.001582318],"category_scores_gemma":[0.0204895,0.0002241339,0.0005306992,0.001259403,0.0006901313,0.0004435367,0.0005989578,0.000705916,0.0001388716],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002776182,"about_ca_system_score_gemma":0.002088569,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.262923,"about_ca_topic_score_gemma":0.2680568,"domain_scores_codex":[0.9966437,0.0008305738,0.0003184958,0.000357669,0.001406215,0.0004433594],"domain_scores_gemma":[0.9818602,0.005909034,0.009436798,0.0004868878,0.001427591,0.0008794654],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002096095,0.000005245047,0.9984504,0.00003113528,0.00005933963,0.00002977979,0.00004028398,0.00003472491,0.00001582496,0.000009741781,0.00008647651,0.001215989],"study_design_scores_gemma":[9.445186e-7,0.00001180387,0.9995773,0.00004229219,0.00002171376,0.00009744823,0.00003766869,0.00009140744,0.00002239263,0.00000799434,0.00008744297,0.000001534896],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9872684,0.007918323,0.0001483082,0.001027966,0.00002601005,0.00001195355,0.00228215,0.00001064327,0.001306236],"genre_scores_gemma":[0.9982857,0.0009860343,0.00008220981,0.00007709049,0.00001815681,0.000005184796,0.0004453548,0.000001990551,0.00009823719],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.262923,"threshold_uncertainty_score":0.5227853,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0521887483457537,"score_gpt":0.3757217895022393,"score_spread":0.3235330411564856,"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."}}