{"id":"W3104334022","doi":"10.3310/hta24570","title":"Antimicrobial-impregnated central venous catheters for preventing neonatal bloodstream infection: the PREVAIL RCT","year":2020,"lang":"en","type":"article","venue":"Health Technology Assessment","topic":"Central Venous Catheters and Hemodialysis","field":"Health Professions","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Izaak Walton Killam Health Centre; Dalhousie University","funders":"Health Technology Assessment Programme; Economic and Social Research Council; National Institutes of Health; University of Southampton; Medical Research Council; National Institute for Health and Care Research; Wellcome Trust","keywords":"Medicine; Randomized controlled trial; Bloodstream infection; Antimicrobial; Intensive care medicine; Bacteremia; Central venous catheter; Surgery; Catheter; Antibiotics; Microbiology","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0006809644,0.000306363,0.0006214027,0.0001436946,0.002394932,0.00002175544,0.000403472,0.0004146497,0.0001054361],"category_scores_gemma":[0.0001121969,0.0002425687,0.0002549606,0.0006036737,0.0001576899,0.00009149028,0.000237064,0.001264358,0.0000365305],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005805561,"about_ca_system_score_gemma":0.001265561,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002819545,"about_ca_topic_score_gemma":0.000262979,"domain_scores_codex":[0.9963793,0.0003764948,0.0009174945,0.0006120048,0.0002078903,0.001506803],"domain_scores_gemma":[0.9981958,0.0002334884,0.0006719592,0.0004998246,0.0001382148,0.0002607144],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005777566,0.003683483,0.3369679,0.007884031,0.001824361,0.00005894398,0.03314294,0.0006043215,0.00352892,0.01962411,0.07994295,0.5121604],"study_design_scores_gemma":[0.011415,0.006198113,0.07380789,0.001586866,0.0008593039,0.00009265345,0.009182896,0.008965353,0.002068218,0.001724136,0.8823612,0.001738395],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6861253,0.001596243,0.02309975,0.2748582,0.001962674,0.01002736,0.0002605988,0.001632485,0.0004373764],"genre_scores_gemma":[0.98548,0.0007343409,0.003215583,0.009009563,0.0003761445,0.0008077418,0.0001356117,0.00006450187,0.0001765486],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8024182,"threshold_uncertainty_score":0.9989038,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0460127127353138,"score_gpt":0.3891569840438425,"score_spread":0.3431442713085287,"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."}}