{"id":"W1935623550","doi":"10.1542/peds.2014-2081","title":"Inconclusive Diagnosis of Cystic Fibrosis After Newborn Screening","year":2015,"lang":"en","type":"article","venue":"PEDIATRICS","topic":"Cystic Fibrosis Research Advances","field":"Medicine","cited_by":126,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; Victoria General Hospital; Queen's University; Children's Hospital of Western Ontario; British Columbia Children's Hospital; Children's Hospital of Eastern Ontario; University of Calgary; Windsor Regional Hospital; Alberta Children's Hospital","funders":"","keywords":"Medicine; Cystic fibrosis; Newborn screening; Pediatrics; Internal medicine","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":[0.0009431352,0.0004668656,0.0005779947,0.0006740039,0.0006151944,0.0007196211,0.000533299,0.0007224982,0.001441361],"category_scores_gemma":[0.005076423,0.0002758642,0.0002559125,0.0004561341,0.0007572655,0.0005212041,0.0006422449,0.0004960906,0.0003031494],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005244398,"about_ca_system_score_gemma":0.0008498945,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004223937,"about_ca_topic_score_gemma":0.003785923,"domain_scores_codex":[0.9989813,0.0002098401,0.0001172782,0.0002350636,0.0002234069,0.0002330071],"domain_scores_gemma":[0.9973274,0.0006409804,0.00117207,0.0001016777,0.0003390697,0.0004187599],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007549464,0.00001809511,0.9979094,0.000009197787,0.000006341352,0.001099761,0.00005055971,0.00001181045,0.0001471036,0.000009468069,0.00003979536,0.0006228233],"study_design_scores_gemma":[0.00001032354,0.0006475698,0.9871386,0.00003735601,0.0000370333,0.01104429,0.0003028082,0.000135471,0.0003007312,0.00002851142,0.0003108161,0.000006517543],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993007,0.0002679199,0.00004719763,0.00002237375,0.000005001189,0.00001107213,0.00008742385,0.000002364612,0.0002559237],"genre_scores_gemma":[0.9993821,0.0001072671,0.0001015758,0.00005351561,0.00001318751,0.00001067165,0.0002461211,0.000001639075,0.00008392765],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004223937,"threshold_uncertainty_score":0.008398712,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02311840715515799,"score_gpt":0.3101857595314486,"score_spread":0.2870673523762906,"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."}}