{"id":"W2329169802","doi":"10.1097/anc.0b013e3181fc8108","title":"Decreasing Noise Level in Our NICU","year":2010,"lang":"en","type":"article","venue":"Advances in Neonatal Care","topic":"Intensive Care Unit Cognitive Disorders","field":"Medicine","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier Universitaire Sainte-Justine","funders":"","keywords":"Medicine; Noise (video); Artificial intelligence","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":[0.00007166411,0.0001739362,0.0002512647,0.0002641949,0.00003178337,0.000008817201,0.0001135778,0.0001114936,0.00003604704],"category_scores_gemma":[0.004452975,0.0001717257,0.00007205151,0.0003122355,0.0000775401,0.0002787354,0.00005774305,0.0006599496,0.00003364529],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001051646,"about_ca_system_score_gemma":0.000112602,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000131036,"about_ca_topic_score_gemma":0.007540426,"domain_scores_codex":[0.9989025,0.00002571596,0.0002174352,0.0003157265,0.0002197504,0.0003188523],"domain_scores_gemma":[0.9974614,0.00008022231,0.00004563642,0.0002254618,0.002097168,0.00009014996],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.001203455,0.00009215946,0.3413511,0.0004433655,0.00001970974,0.002096884,0.006806207,0.00003156385,0.009601082,0.001322408,0.0002759857,0.6367561],"study_design_scores_gemma":[0.01495087,0.000812169,0.3525994,0.002669775,0.00009282593,0.0008581763,0.4523909,0.0001919524,0.05537533,0.002364153,0.1161267,0.001567784],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9742262,0.009131107,0.0001257444,0.000927704,0.00084051,0.0004408917,0.00006308637,0.00004181649,0.0142029],"genre_scores_gemma":[0.9933591,0.0001662442,0.001631741,0.004468422,0.00009410223,0.0000274218,0.000123331,0.00003066425,0.00009891695],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6351883,"threshold_uncertainty_score":0.7002771,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01136910115670844,"score_gpt":0.3103544320921139,"score_spread":0.2989853309354055,"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."}}