{"id":"W2972366095","doi":"10.1097/anc.0000000000000603","title":"NICU Nurses' Stress and Work Environment in an Open Ward Compared to a Combined Pod and Single-Family Room Design","year":2019,"lang":"en","type":"article","venue":"Advances in Neonatal Care","topic":"Infant Development and Preterm Care","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"Jewish General Hospital","funders":"","keywords":"Medicine; Intensive care unit; Unit (ring theory); Neonatal intensive care unit; Nursing; Point of delivery; Isolation (microbiology); Work (physics); Psychology; Intensive care medicine; Pediatrics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001424217,0.0002751398,0.0003862401,0.0003429075,0.0008877559,0.001232045,0.0004823977,0.0002883809,0.002660741],"category_scores_gemma":[0.005906084,0.0001800151,0.0005148781,0.000275377,0.000801128,0.0005115865,0.001976663,0.0004428126,0.0001888954],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001336811,"about_ca_system_score_gemma":0.001064307,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005748723,"about_ca_topic_score_gemma":0.01445689,"domain_scores_codex":[0.9981481,0.0007521397,0.0001793053,0.0001757544,0.0004275512,0.0003171799],"domain_scores_gemma":[0.9977382,0.0003788394,0.0005231963,0.0001041377,0.0002825944,0.0009729562],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003752504,0.00235189,0.8717898,0.0005604445,0.0002018769,0.0007334595,0.0235083,0.0006853835,0.006424781,0.0002381065,0.001130414,0.08862307],"study_design_scores_gemma":[0.00006680068,0.005623076,0.9542876,0.0001780847,0.00005731261,0.0002383518,0.03634605,0.0004310223,0.0007938022,0.0001047263,0.001833494,0.00003970163],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993899,0.00006336443,0.00009722399,0.00002474633,0.00001178851,0.00001336413,0.00001904344,0.000002075463,0.0003784645],"genre_scores_gemma":[0.999128,0.00008058925,0.0003838828,0.00003253899,0.000006514044,0.00004703281,0.00004627396,0.000002223604,0.0002728525],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005748723,"threshold_uncertainty_score":0.0114305,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01705113901421515,"score_gpt":0.2732982534705751,"score_spread":0.2562471144563599,"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."}}