{"id":"W2071533994","doi":"10.1016/j.ajic.2006.05.117","title":"Evaluation of a Hospital-Wide Infection Prevention &amp; Control Certification Program: Increasing the Quality Limits for Patient Safety and Staff Satisfaction","year":2006,"lang":"en","type":"article","venue":"American Journal of Infection Control","topic":"Disaster Response and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Michael's Hospital","funders":"","keywords":"Medicine; Certification; Infection control; Patient safety; Quality (philosophy); Control (management); Quality management; Medical emergency; Nursing; Intensive care medicine; Health care; Operations management","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":[0.0108852,0.0006707576,0.0006005312,0.000647918,0.002610854,0.001060797,0.001147714,0.001485409,0.003614668],"category_scores_gemma":[0.0177872,0.0005586338,0.0008204334,0.00034168,0.0008116911,0.001099979,0.001580003,0.001559423,0.0003058728],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003578653,"about_ca_system_score_gemma":0.01320395,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006849153,"about_ca_topic_score_gemma":0.01245347,"domain_scores_codex":[0.9932852,0.00389464,0.0004676478,0.0004408931,0.001053592,0.0008581516],"domain_scores_gemma":[0.9801599,0.00560926,0.002056895,0.0008450364,0.003781156,0.007547765],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"nonrandomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.049493,0.4391,0.1770237,0.0008603367,0.0003964197,0.0005505078,0.005334646,0.004774865,0.01066148,0.0007239658,0.003978163,0.3071029],"study_design_scores_gemma":[0.02437709,0.4624174,0.4806156,0.0002184212,0.0005201024,0.0003050393,0.005227008,0.01061104,0.01158459,0.0002835348,0.003669973,0.000170103],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959385,0.00003234797,0.000487673,0.00032193,0.00004669116,0.001767025,0.00004396455,0.00003710659,0.00132468],"genre_scores_gemma":[0.9956474,0.00003844959,0.002461196,0.0002606518,0.00003082959,0.0009457858,0.00008199059,0.000006301674,0.000527395],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0108852,"threshold_uncertainty_score":0.05756718,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05029431506761589,"score_gpt":0.4188011386979805,"score_spread":0.3685068236303646,"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."}}