{"id":"W2415806543","doi":"","title":"Educational interventions for preventing vascular catheter bloodstream infections in critical care: Evidence map, systematic review and economic evaluation","year":2014,"lang":"en","type":"article","venue":"QUT ePrints (Queensland University of Technology)","topic":"Central Venous Catheters and Hemodialysis","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre","funders":"","keywords":"CINAHL; Psychological intervention; Medicine; MEDLINE; Systematic review; Cochrane Library; Grey literature; Health care; Intensive care medicine; Meta-analysis; Family medicine; Nursing; Pathology","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.04696986,0.002110587,0.01275081,0.02380237,0.0007566499,0.006064266,0.002590775,0.003191218,0.009031719],"category_scores_gemma":[0.1698816,0.001473659,0.009374005,0.02110228,0.001277001,0.004884821,0.002421083,0.002428831,0.0006087045],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009978123,"about_ca_system_score_gemma":0.01870139,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007489001,"about_ca_topic_score_gemma":0.018005,"domain_scores_codex":[0.9573596,0.02269695,0.01059921,0.001080353,0.00748108,0.000782716],"domain_scores_gemma":[0.844784,0.1247339,0.01695265,0.001419693,0.01112342,0.0009863665],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0004778205,0.00004202186,0.0005796664,0.9071021,0.007575999,0.0000712888,0.0001187213,0.0003848062,0.00005906307,0.001050534,0.003119396,0.07941853],"study_design_scores_gemma":[0.0006179734,0.0002602759,0.002492854,0.9485258,0.03316918,0.0001053611,0.0002197301,0.0003990587,0.0001132114,0.001121599,0.01293904,0.00003587927],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0008737242,0.9939017,0.0004269455,0.001189864,0.0002047425,0.001862378,0.0007036246,0.00002532703,0.0008116337],"genre_scores_gemma":[0.01597786,0.9759424,0.003377949,0.000721489,0.0001505924,0.003250249,0.0003978451,0.00001032351,0.0001712314],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9530301,"threshold_uncertainty_score":0.2484033,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04941868692192322,"score_gpt":0.3834700652181656,"score_spread":0.3340513782962424,"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."}}