{"id":"W2157837227","doi":"10.1080/010503901750166547","title":"Universal newborn screening: a dream realized or a nightmare in the making?","year":2001,"lang":"en","type":"article","venue":"Scandinavian Audiology","topic":"Hearing, Cochlea, Tinnitus, Genetics","field":"Neuroscience","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Nightmare; Frontier; Dream; Audiology; Identification (biology); Product (mathematics); Computer science; Psychology; Medicine; Political science; Law; Neuroscience; Mathematics; Psychiatry; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005000234,0.0002538475,0.0003469758,0.0002630676,0.0002415747,0.00005923571,0.0009116054,0.0002093793,0.0005088233],"category_scores_gemma":[0.0007856587,0.0001790687,0.00008415438,0.001043784,0.0004066216,0.00008672469,0.000196384,0.0004663247,0.0001686353],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001118725,"about_ca_system_score_gemma":0.0001212389,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001612366,"about_ca_topic_score_gemma":0.0006831167,"domain_scores_codex":[0.9970322,0.0008413701,0.0003725866,0.0006563216,0.0002592195,0.0008383517],"domain_scores_gemma":[0.9986449,0.0003860346,0.0001652178,0.0006773912,0.00003397242,0.00009251184],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.006753873,0.0007649219,0.7181637,0.00007441867,0.00006698251,0.01243575,0.02140998,0.0006598292,0.06128614,0.01715157,0.05238211,0.1088508],"study_design_scores_gemma":[0.004858986,0.001405081,0.2411882,0.000178493,0.00005190361,0.004230405,0.002670453,0.001363398,0.001798967,0.003162944,0.7381718,0.000919402],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9479892,0.00006070983,0.004519445,0.00412059,0.0003582656,0.0007695766,0.00002468549,0.0001935771,0.04196396],"genre_scores_gemma":[0.9904535,0.00009383674,0.001738083,0.003722411,0.0001764156,0.00002312254,0.000006964627,0.00003753241,0.003748105],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6857896,"threshold_uncertainty_score":0.7302209,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0806674896319726,"score_gpt":0.33118055455732,"score_spread":0.2505130649253474,"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."}}