{"id":"W2519523508","doi":"10.1177/1541931213601159","title":"Disconnects in design and infection prevention and control – how the design of products and the environment in neonatal intensive care may be undermining infection prevention practice","year":2016,"lang":"en","type":"article","venue":"Proceedings of the Human Factors and Ergonomics Society Annual Meeting","topic":"Infection Control in Healthcare","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; Carleton University","funders":"","keywords":"Infection control; Thematic analysis; Stakeholder; Health care; Best practice; Medicine; Neonatal intensive care unit; Risk analysis (engineering); Nursing; Business; Intensive care medicine; Public relations; Qualitative research","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":[0.001753141,0.0001715128,0.0003090953,0.00005529119,0.0002890081,0.0000434586,0.00004021598,0.0001196741,4.846126e-7],"category_scores_gemma":[0.00162605,0.00009109433,0.00006134375,0.00008969498,0.0004023526,0.0004884544,0.00009977237,0.0002521647,2.19578e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001569389,"about_ca_system_score_gemma":0.00004492612,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003288087,"about_ca_topic_score_gemma":0.00004246761,"domain_scores_codex":[0.9988972,0.0001705809,0.000343682,0.0002876445,0.0001256881,0.0001752225],"domain_scores_gemma":[0.9982628,0.0007449485,0.0005540135,0.00007439889,0.0003291741,0.00003473077],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002213926,0.00008910153,0.7927927,0.001627929,0.0003326501,3.655914e-7,0.1548075,0.0003671955,0.03407371,0.001788869,0.00005047787,0.01185565],"study_design_scores_gemma":[0.01209873,0.001627702,0.8234649,0.002541093,0.0006384617,0.00007696867,0.1414237,0.003107785,0.01264728,0.001858772,0.0001362932,0.0003782622],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929263,0.0006388907,0.0008359525,0.003771937,0.00006439644,0.001741616,0.000003809755,0.000009807165,0.000007265784],"genre_scores_gemma":[0.9982902,0.001204847,0.0002772786,0.00009014882,0.00003901501,0.0000616724,0.000001127558,0.00001568897,0.00002006331],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03067224,"threshold_uncertainty_score":0.3714719,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03400791004009224,"score_gpt":0.2747995844807529,"score_spread":0.2407916744406607,"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."}}