{"id":"W2168631141","doi":"10.1542/peds.2015-0518","title":"Public Perceptions of the Benefits and Risks of Newborn Screening","year":2015,"lang":"en","type":"article","venue":"PEDIATRICS","topic":"Metabolism and Genetic Disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Centre for Applied Research in Cancer Control; SickKids Foundation; BC Cancer Agency; Centre hospitalier universitaire de Québec; Institute for Clinical Evaluative Sciences; University of Ottawa; Mount Sinai Hospital; St. Michael's Hospital; Children's Hospital of Eastern Ontario; University of Toronto; University of British Columbia; Hospital for Sick Children","funders":"Canadian Institutes of Health Research; Health Research Board","keywords":"Medicine; Overdiagnosis; Logistic regression; Preference; Population; Public health; Risk perception; Mixed logit; Family medicine; Actuarial science; Perception; Environmental health; Nursing; Pathology","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":[0.004173109,0.0001544195,0.0001687401,0.0005207738,0.001028312,0.001575484,0.0002748642,0.0005555509,0.003075375],"category_scores_gemma":[0.01192504,0.00009258821,0.0001957098,0.0004296057,0.001588898,0.00044843,0.0006718724,0.0005784288,0.0001300523],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005967611,"about_ca_system_score_gemma":0.005803201,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2861968,"about_ca_topic_score_gemma":0.2289129,"domain_scores_codex":[0.9974898,0.0008467236,0.00007274865,0.0001047672,0.001070233,0.0004157904],"domain_scores_gemma":[0.9922407,0.003445762,0.001924588,0.000180511,0.001207955,0.001000579],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004209301,0.0002903339,0.9324439,0.000228052,0.00006015821,0.0004501924,0.01863085,0.000728979,0.001329569,0.001854372,0.00214854,0.04141425],"study_design_scores_gemma":[0.00003195471,0.000336546,0.9526596,0.0002961279,0.00006282994,0.0003436742,0.03578283,0.0008969106,0.0006145013,0.001527976,0.00739625,0.00005087308],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9903554,0.0002824175,0.0001926002,0.002137757,0.000007491047,0.00002244591,0.0001311636,0.000005418819,0.006865402],"genre_scores_gemma":[0.9993476,0.0001509756,0.0001185586,0.0002004199,0.000004364678,0.00000481129,0.00003301868,6.420372e-7,0.0001396489],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2861968,"threshold_uncertainty_score":0.569062,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07874669341800385,"score_gpt":0.2864292007203939,"score_spread":0.20768250730239,"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."}}