{"id":"W7132916377","doi":"","title":"Health Care Providers' Perspectives of Uncertainty in Newborn Screening","year":2018,"lang":"","type":"dissertation","venue":"TSpace","topic":"Metabolism and Genetic Disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Health Services and Policy Research","funders":"","keywords":"Newborn screening; Context (archaeology); Health care; Qualitative research; Health screening; MEDLINE","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":[0.02315124,0.0003224599,0.0004612729,0.00104654,0.01644501,0.008272897,0.001308247,0.002704527,0.002805135],"category_scores_gemma":[0.03571938,0.0005119282,0.0004088614,0.001141187,0.02061278,0.004813107,0.007925525,0.00606849,0.0002061141],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0203867,"about_ca_system_score_gemma":0.02427492,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08085416,"about_ca_topic_score_gemma":0.08365758,"domain_scores_codex":[0.9677292,0.02584998,0.0005306145,0.0005710429,0.002632316,0.00268672],"domain_scores_gemma":[0.9559531,0.03349783,0.002744558,0.0005126756,0.003280882,0.004010912],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001526438,0.00001120259,0.001889236,0.00009724965,0.00000409496,0.0007365543,0.9832191,0.00003010425,0.0001031885,0.007693938,0.002270697,0.003929329],"study_design_scores_gemma":[0.000003049848,0.000008593444,0.0005211166,0.0001748228,0.000003244683,0.000224951,0.9864455,0.00003313812,0.00005328552,0.001204786,0.01131905,0.00000844544],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6711687,0.01225974,0.005509902,0.2373935,0.001175477,0.0002683903,0.0002580676,0.00004399746,0.07192221],"genre_scores_gemma":[0.986124,0.002540244,0.0008290642,0.007758599,0.0001017986,0.00008699227,0.00002376504,0.0000151227,0.002520367],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08085416,"threshold_uncertainty_score":0.160767,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01497643598097864,"score_gpt":0.3572923565053502,"score_spread":0.3423159205243716,"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."}}