{"id":"W2979645247","doi":"10.1038/s41436-019-0670-3","title":"Health-care providers’ perspectives on uncertainty generated by variant forms of newborn screening targets","year":2019,"lang":"en","type":"article","venue":"Genetics in Medicine","topic":"Metabolism and Genetic Disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Children's Hospital of Eastern Ontario; Institute for Clinical Evaluative Sciences; University of Toronto; SickKids Foundation; Hospital for Sick Children; Public Health Ontario","funders":"Hospital for Sick Children; University of Toronto","keywords":"Newborn screening; Health care; Medicine; Family medicine; Psychology; Pediatrics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.03095429,0.0003231104,0.0004004872,0.001027044,0.008245299,0.006532974,0.001083373,0.003396051,0.002210275],"category_scores_gemma":[0.05246399,0.0005521764,0.0006173892,0.0007729811,0.01079614,0.003652275,0.006332731,0.006119701,0.0001682173],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006429714,"about_ca_system_score_gemma":0.007886954,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01200974,"about_ca_topic_score_gemma":0.01189957,"domain_scores_codex":[0.9565051,0.0372805,0.000889359,0.0006979052,0.002073879,0.002553224],"domain_scores_gemma":[0.9294652,0.05394785,0.006553282,0.0008116508,0.004351187,0.004870799],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00009823687,0.00005930708,0.01754094,0.0001679378,0.00003103102,0.002211787,0.9640657,0.0001794954,0.000493752,0.005346338,0.002229222,0.007576135],"study_design_scores_gemma":[0.00002178219,0.00008120305,0.003295852,0.0003082789,0.00001979356,0.0009263947,0.9857585,0.0002329596,0.0001685017,0.001755803,0.007401735,0.00002921821],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9147585,0.003005773,0.003297822,0.06391533,0.0003316033,0.00009573155,0.00008410785,0.00001919322,0.01449205],"genre_scores_gemma":[0.9951503,0.0005995579,0.000591416,0.00328301,0.00005371161,0.00002749245,0.0000144678,0.000006529413,0.0002735746],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03095429,"threshold_uncertainty_score":0.1637039,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00807864901104048,"score_gpt":0.2713462268865011,"score_spread":0.2632675778754606,"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."}}