{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006322334,0.001760932,0.009040489,0.01158318,0.0007615566,0.002517528,0.002234343,0.002058956,0.005556829],"category_scores_gemma":[0.03623612,0.001228743,0.005511469,0.01240811,0.000778013,0.002383255,0.001801234,0.001012738,0.0004540369],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003885709,"about_ca_system_score_gemma":0.01274926,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009645743,"about_ca_topic_score_gemma":0.02934575,"domain_scores_codex":[0.9909424,0.003029381,0.003664248,0.0006747306,0.001420943,0.0002682396],"domain_scores_gemma":[0.9751973,0.01708256,0.004714841,0.0003493804,0.002401486,0.0002545251],"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":[0.0001027831,0.00001119793,0.0005138462,0.9742236,0.004045805,0.0001106012,0.0001390578,0.00005815972,0.00008538252,0.0001014478,0.001025594,0.01958244],"study_design_scores_gemma":[0.0001276826,0.000170674,0.003827245,0.9432243,0.03593669,0.0003790162,0.0002752978,0.0000510567,0.0001327769,0.0001460578,0.01570076,0.00002831948],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001052374,0.9978095,0.0001144197,0.0001397544,0.0001207754,0.0002317919,0.0003015431,0.000006624273,0.0002232142],"genre_scores_gemma":[0.0101979,0.9878516,0.0005821349,0.0003536977,0.0000853981,0.0005201242,0.0002729622,0.000005393014,0.0001308628],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01158318,"threshold_uncertainty_score":0.03343612,"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."}}