{"id":"W1497438548","doi":"10.1111/j.1440-1754.2012.02472.x","title":"NICU‐only versus universal screening for newborn hearing loss: Population audit","year":2012,"lang":"en","type":"article","venue":"Journal of Paediatrics and Child Health","topic":"Hearing, Cochlea, Tinnitus, Genetics","field":"Neuroscience","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"PolicyWise for Children & Families","funders":"","keywords":"Medicine; Referral; Intensive care; Population; Audit; Hearing loss; Pediatrics; Emergency medicine; Family medicine; Audiology; Intensive care medicine; Environmental health","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":[0.001016773,0.0001383291,0.0002692614,0.0002509456,0.000416134,0.00005871928,0.0001533822,0.00008773645,0.000005652576],"category_scores_gemma":[0.0006480573,0.0001325327,0.0001025434,0.0003003851,0.00002941329,0.0003191085,0.00007198188,0.0004022745,0.000002442496],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001480932,"about_ca_system_score_gemma":0.0002329612,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006227725,"about_ca_topic_score_gemma":0.00001764546,"domain_scores_codex":[0.9982748,0.0001030282,0.0005336817,0.0001707804,0.000383943,0.0005337764],"domain_scores_gemma":[0.9983183,0.0003283563,0.0006601382,0.0001286249,0.0000884683,0.0004761399],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001435664,0.0005213902,0.7681257,0.0006054112,0.00005981595,0.00002953106,0.003346275,0.002194928,0.0005854866,0.01069429,0.006725979,0.2056755],"study_design_scores_gemma":[0.008910808,0.002651389,0.8766621,0.0002514563,0.0001514235,0.0005642063,0.0008798813,0.002172285,0.0005164843,0.0004616496,0.1061113,0.0006670284],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9754113,0.001989538,0.01531485,0.004899678,0.001788164,0.0002902063,0.00001983495,0.00002452961,0.0002619192],"genre_scores_gemma":[0.9853844,0.002020995,0.009185574,0.0008734565,0.002481507,4.841526e-7,0.000002250068,0.00002659889,0.00002472987],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2050085,"threshold_uncertainty_score":0.5404527,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06140869903910229,"score_gpt":0.322064228782688,"score_spread":0.2606555297435857,"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."}}