{"id":"W2198791440","doi":"10.12927/hcpol.2015.24365","title":"Barriers to the Adoption of Safety-Engineered Needles Following a Regulatory Standard: Lessons Learned from Three Acute Care Hospitals","year":2015,"lang":"en","type":"article","venue":"Healthcare policy","topic":"Infection Control in Healthcare","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; Public Health Ontario; St. Michael's Hospital; Institute for Work & Health","funders":"","keywords":"Health care; Acute care; Needlestick injury; Work (physics); Medicine; Business; Nursing; Patient safety; Occupational safety and health; Product (mathematics); Medical emergency; Public relations; Family medicine; Political science; Engineering; Human immunodeficiency virus (HIV)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.009772716,0.0003373271,0.0003294311,0.0007327062,0.006529904,0.00319658,0.001862498,0.001249598,0.001149577],"category_scores_gemma":[0.0183247,0.0004753869,0.0003036339,0.001462816,0.003516224,0.001875545,0.003286319,0.002003791,0.00009447865],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0310093,"about_ca_system_score_gemma":0.06510508,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.554667,"about_ca_topic_score_gemma":0.7679433,"domain_scores_codex":[0.9923387,0.002736656,0.0005608891,0.0003838205,0.001667504,0.002312559],"domain_scores_gemma":[0.9695923,0.01361728,0.005526556,0.0007158763,0.006763404,0.003784539],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0002096548,0.0009499404,0.2611595,0.0006188812,0.00003344861,0.003093497,0.6691846,0.000421158,0.003109745,0.001039844,0.001798552,0.05838117],"study_design_scores_gemma":[0.00002948346,0.000604402,0.2013781,0.0004408744,0.00003102141,0.0002644571,0.7855274,0.0003697916,0.001189442,0.0003126834,0.009795933,0.00005636054],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946596,0.0002470708,0.0003209187,0.003191352,0.000008013465,0.0001382453,0.00002583149,0.000007649835,0.001401327],"genre_scores_gemma":[0.9974054,0.0005671048,0.0007254045,0.0006180952,0.000004855347,0.00005139973,0.00002575118,0.00000476686,0.0005972167],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.554667,"threshold_uncertainty_score":0.8959113,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04787967787384364,"score_gpt":0.3683745320656767,"score_spread":0.320494854191833,"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."}}