{"id":"W2055986408","doi":"10.1016/j.jhin.2014.12.025","title":"Healthcare workers' decision-making about transmission-based infection control precautions is improved by a guidance summary card","year":2015,"lang":"en","type":"article","venue":"Journal of Hospital Infection","topic":"Infection Control in Healthcare","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Paul's Hospital; Providence Health Care","funders":"","keywords":"Medicine; Infection control; Psychological intervention; Audit; Transmission (telecommunications); Health care; Odds ratio; Intensive care medicine; Medical emergency; Emergency medicine; Nursing; Internal medicine","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":[0.01178197,0.0008634272,0.0009105037,0.00179839,0.002324946,0.003833193,0.001460966,0.005229663,0.02118753],"category_scores_gemma":[0.1049154,0.0006062842,0.0007189155,0.0006841975,0.0007849101,0.002444287,0.002741667,0.003176721,0.008302887],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001799329,"about_ca_system_score_gemma":0.00838793,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002514741,"about_ca_topic_score_gemma":0.005367602,"domain_scores_codex":[0.9850324,0.008757475,0.002576921,0.0004169366,0.002485611,0.000730589],"domain_scores_gemma":[0.910409,0.04744868,0.01030132,0.004681505,0.01760154,0.009557988],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0006997054,0.002176591,0.0278656,0.0005358211,0.00005181616,0.001104261,0.001666539,0.001553664,0.00106822,0.003263787,0.5696638,0.3903501],"study_design_scores_gemma":[0.002353975,0.006873462,0.1198687,0.005833159,0.0004232677,0.003303221,0.01110505,0.01487022,0.006137849,0.01763479,0.8109229,0.0006734724],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1605295,0.00396337,0.03828439,0.5507247,0.01094595,0.005624858,0.003731206,0.007422841,0.2187732],"genre_scores_gemma":[0.5460303,0.006247161,0.3148749,0.05398591,0.004290659,0.004257615,0.003417449,0.0005448462,0.06635118],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02118753,"threshold_uncertainty_score":0.07087928,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01418037371066161,"score_gpt":0.322009158433589,"score_spread":0.3078287847229274,"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."}}