{"id":"W2384372620","doi":"","title":"Combined application of management tools in improvement of effectiveness of infection control","year":2015,"lang":"en","type":"article","venue":"Zhongguo yiyuan ganranxue zazhi","topic":"Medical Research and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Catheter; Incidence (geometry); Bloodstream infection; Infection control; Quarter (Canadian coin); Intensive care medicine; Neurology; Emergency medicine; Surgery","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00242447,0.001089835,0.0007729148,0.003562672,0.0004043203,0.001488286,0.0009976394,0.0006633947,0.002625377],"category_scores_gemma":[0.009148639,0.0002515319,0.000843698,0.001268036,0.0003876245,0.001573315,0.001843585,0.0005698237,0.0003331034],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004592938,"about_ca_system_score_gemma":0.001308922,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009696835,"about_ca_topic_score_gemma":0.0008540213,"domain_scores_codex":[0.9954503,0.001663753,0.0004317478,0.0006564898,0.001478867,0.0003189249],"domain_scores_gemma":[0.995719,0.001858291,0.0008662592,0.0004048425,0.0008902363,0.0002613272],"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":[0.0005246496,0.00148273,0.02991927,0.002218184,0.0002900024,0.0003490681,0.001145126,0.005281418,0.02201273,0.001652807,0.002587358,0.9325365],"study_design_scores_gemma":[0.001524857,0.02798822,0.5119208,0.004871862,0.006224969,0.004580834,0.01202779,0.1529572,0.1320712,0.01533828,0.1297961,0.0006979115],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7106734,0.0172807,0.2293157,0.002931529,0.0005871051,0.002315268,0.0004381618,0.006867443,0.0295908],"genre_scores_gemma":[0.9067294,0.001956307,0.08889148,0.0003371456,0.0001659116,0.0003735925,0.0001092381,0.00006411989,0.001372826],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003562672,"threshold_uncertainty_score":0.01282191,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02419954399783341,"score_gpt":0.3257203757350345,"score_spread":0.3015208317372011,"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."}}