{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009856118,0.00009030841,0.0004179578,0.0002707184,0.0002960826,0.000003725947,0.0001513619,0.0001496065,0.0002136637],"category_scores_gemma":[0.0009393237,0.00009513795,0.0001797313,0.0001047421,0.000101679,0.00009727731,0.0001084588,0.0001872508,0.00003203924],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002311951,"about_ca_system_score_gemma":0.0001330199,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003909699,"about_ca_topic_score_gemma":0.001472382,"domain_scores_codex":[0.9988843,0.0002525199,0.0003480651,0.0002528895,0.00007182304,0.0001904373],"domain_scores_gemma":[0.9988384,0.0004266927,0.0002012738,0.0002967569,0.000195486,0.00004133831],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00002433954,0.0008493286,0.4679932,0.4974291,0.0004293232,8.682975e-7,0.003507931,0.0000400654,0.00008446412,0.02567402,0.0006967401,0.003270605],"study_design_scores_gemma":[0.0095092,0.001604402,0.2346658,0.644272,0.02626721,0.00002842397,0.02026703,0.007306912,0.0001235963,0.04985014,0.004190768,0.001914481],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9658954,0.01369427,0.004585086,0.01028341,0.0002511145,0.004735813,0.00005809305,0.00007960173,0.0004172289],"genre_scores_gemma":[0.9971445,0.00121384,0.001372452,0.00003502012,0.00001802389,0.00005241716,0.00001865632,0.000007091338,0.0001380384],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2333273,"threshold_uncertainty_score":0.3879613,"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."}}