{"id":"W4403144810","doi":"10.1111/apa.17445","title":"Systematic review of environmental noise in neonatal intensive care units","year":2024,"lang":"en","type":"review","venue":"Acta Paediatrica","topic":"Infant Development and Preterm Care","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Neonatal intensive care unit; Noise (video); Sound level meter; Intensive care; Intensive care unit; MEDLINE; Environmental noise; Sound (geography); Noise level; Audiology; Intensive care medicine; Pediatrics; Computer science; Acoustics; Artificial intelligence","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002146359,0.0004894891,0.003507419,0.000487417,0.00001687712,0.000009951807,0.0002550736,0.0003062128,0.0001032118],"category_scores_gemma":[0.0006838189,0.0003364123,0.0005907465,0.0008384709,0.00004158045,0.00003919417,0.0002029952,0.0006391804,0.0001133272],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003361847,"about_ca_system_score_gemma":0.0005691945,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000236425,"about_ca_topic_score_gemma":4.330045e-7,"domain_scores_codex":[0.9973492,0.0001673415,0.001376844,0.0004016603,0.0004398817,0.000265054],"domain_scores_gemma":[0.9984805,0.000217725,0.0004912807,0.000531078,0.0001720261,0.0001073699],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000003787774,0.000001219426,0.000007800529,0.9739867,0.0002135274,0.0003348248,0.001938063,8.200315e-10,7.197872e-8,0.000001987296,0.002689091,0.02082295],"study_design_scores_gemma":[0.0001257664,0.00004278042,0.000001301366,0.7079666,0.008884399,0.0002084971,0.000692946,1.884161e-7,3.082966e-7,7.055519e-7,0.281808,0.0002685229],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001225755,0.9946909,5.497922e-8,0.00003128531,0.0003443027,0.003243876,0.0009661951,0.00002907783,0.0006820581],"genre_scores_gemma":[0.0003212032,0.9954514,0.00002294047,0.0002863919,0.0001400447,0.0002119227,0.00333657,0.00006997097,0.0001595528],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2791189,"threshold_uncertainty_score":0.9999088,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01783147275316702,"score_gpt":0.2796736722268987,"score_spread":0.2618421994737317,"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."}}