{"id":"W3119168918","doi":"10.5430/jnep.v11n5p24","title":"Evaluation of a quality improvement program to prevent healthcare acquired infections in an acute care hospital","year":2021,"lang":"en","type":"article","venue":"Journal of Nursing Education and Practice","topic":"Infection Control in Healthcare","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; McGill University Health Centre; Université de Montréal","funders":"McGill University","keywords":"Audit; Documentation; Infection control; Health care; Medicine; Nursing; Thematic analysis; Quality management; Patient safety; Health professionals; Teamwork; Quality (philosophy); Medical emergency; Business; Intensive care medicine; Qualitative research","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.01278184,0.0006764341,0.0004691701,0.001005502,0.001286694,0.0009464618,0.001196852,0.0006181538,0.001400908],"category_scores_gemma":[0.01931866,0.0003469019,0.0006360575,0.0006859233,0.0006942172,0.0008188733,0.001670553,0.0009404966,0.0001250994],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003514271,"about_ca_system_score_gemma":0.01229084,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00414748,"about_ca_topic_score_gemma":0.005891946,"domain_scores_codex":[0.9886512,0.007845092,0.0006591811,0.0003566185,0.001300727,0.001187249],"domain_scores_gemma":[0.9855409,0.00530807,0.001742124,0.0006385125,0.002910043,0.003860372],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.01053358,0.1692295,0.09594746,0.005340503,0.0005080466,0.0008691665,0.02550512,0.005490709,0.01008844,0.0006247858,0.002916481,0.6729463],"study_design_scores_gemma":[0.0119267,0.4076986,0.5065714,0.001803394,0.0009032441,0.0004683127,0.03611557,0.007287973,0.01674257,0.0003866547,0.009914771,0.0001807794],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994357,0.0001107148,0.001116151,0.0002940433,0.00002669561,0.00288065,0.00005900084,0.00006267002,0.001093023],"genre_scores_gemma":[0.9894896,0.0002637883,0.007628014,0.0001657541,0.00002688853,0.001849634,0.0001314015,0.000007410845,0.0004374563],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01278184,"threshold_uncertainty_score":0.06759769,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1282732094552946,"score_gpt":0.5628523723143088,"score_spread":0.4345791628590142,"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."}}