{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01702463,0.001312406,0.003335377,0.001175281,0.0009307239,0.001895486,0.001149731,0.003255967,0.02553201],"category_scores_gemma":[0.02845919,0.000934094,0.003688202,0.00149625,0.001291325,0.002624154,0.002828459,0.002333558,0.001721116],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001829216,"about_ca_system_score_gemma":0.005589233,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004426404,"about_ca_topic_score_gemma":0.007082934,"domain_scores_codex":[0.9814098,0.01375713,0.002184956,0.0009883756,0.001090913,0.0005687948],"domain_scores_gemma":[0.9898129,0.005293922,0.00181923,0.001066909,0.001171423,0.0008355604],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.6062791,0.005324769,0.01683312,0.1247638,0.02402151,0.0005105127,0.00161573,0.001327718,0.002641971,0.006416438,0.01111557,0.1991498],"study_design_scores_gemma":[0.8135766,0.05147491,0.02321692,0.02430293,0.03684693,0.0007496316,0.001027727,0.0005669178,0.00147942,0.003603013,0.04299856,0.00015637],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6212214,0.2039448,0.009778231,0.01240736,0.004100266,0.0755081,0.02633387,0.0006627223,0.04604321],"genre_scores_gemma":[0.848967,0.04596091,0.02332638,0.006770549,0.001453134,0.05971371,0.004864337,0.00009731272,0.008846737],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02553201,"threshold_uncertainty_score":0.09003586,"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."}}